From 125ee7c6f5cf8a62d8f63d60fb8d8a981d80711b Mon Sep 17 00:00:00 2001
From: ortizcruz <cristina.ortizcruz@mri.bund.de>
Date: Mon, 18 Sep 2023 18:37:34 +0200
Subject: [PATCH] docu updated

---
 docs/_build/doctrees/app.doctree              | Bin 5672 -> 5717 bytes
 .../doctrees/autotranscript.app.doctree       | Bin 34589 -> 56534 bytes
 docs/_build/doctrees/autotranscript.doctree   | Bin 231190 -> 257498 bytes
 docs/_build/doctrees/environment.pickle       | Bin 40760 -> 44618 bytes
 docs/_build/doctrees/gradio_app.doctree       | Bin 2405 -> 0 bytes
 docs/_build/doctrees/index.doctree            | Bin 5900 -> 4151 bytes
 docs/_build/doctrees/modules.doctree          | Bin 2812 -> 2803 bytes
 docs/_build/doctrees/setup.doctree            | Bin 2378 -> 2387 bytes
 .../doctrees/test_autotranscript.doctree      | Bin 2450 -> 2459 bytes
 docs/_build/doctrees/transcribe.doctree       | Bin 2403 -> 2412 bytes
 .../html/_sources/autotranscript.app.rst.txt  |   8 ++
 .../html/_sources/autotranscript.rst.txt      |   8 ++
 docs/_build/html/_sources/gradio_app.rst.txt  |   7 -
 docs/_build/html/_sources/index.rst.txt       |  18 +--
 docs/_build/html/_sources/modules.rst.txt     |   1 -
 docs/_build/html/app.html                     |  17 +++
 docs/_build/html/autotranscript.app.html      |  87 +++++++++++
 docs/_build/html/autotranscript.html          | 136 +++++++++++++++---
 docs/_build/html/genindex.html                |  56 ++++++--
 docs/_build/html/gradio_app.html              | 120 ----------------
 docs/_build/html/index.html                   |  19 +--
 docs/_build/html/modules.html                 |   8 +-
 docs/_build/html/objects.inv                  | Bin 940 -> 1017 bytes
 docs/_build/html/py-modindex.html             |  10 ++
 docs/_build/html/searchindex.js               |   2 +-
 docs/_build/html/setup.html                   |   5 +-
 docs/_build/html/test_autotranscript.html     |   1 -
 docs/_build/html/transcribe.html              |   1 -
 docs/autotranscript.app.rst                   |   8 ++
 docs/autotranscript.rst                       |   8 ++
 docs/conf.py                                  |   2 +-
 docs/gradio_app.rst                           |   7 -
 docs/index.rst                                |  18 +--
 docs/modules.rst                              |   1 -
 34 files changed, 332 insertions(+), 216 deletions(-)
 delete mode 100644 docs/_build/doctrees/gradio_app.doctree
 delete mode 100644 docs/_build/html/_sources/gradio_app.rst.txt
 delete mode 100644 docs/_build/html/gradio_app.html
 delete mode 100644 docs/gradio_app.rst

diff --git a/docs/_build/doctrees/app.doctree b/docs/_build/doctrees/app.doctree
index aa46bd293affaf1795d135638030895fe3d7db79..3f7ebc98eb9120c708ce7a61c4ee38e2e1cdca69 100644
GIT binary patch
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delta 79
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diff --git a/docs/_build/doctrees/autotranscript.app.doctree b/docs/_build/doctrees/autotranscript.app.doctree
index b575367f1692602c844a6e29d64262121be74ef7..7d0ba12319952123cd5a242f8c00f3aefc97da17 100644
GIT binary patch
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index 30b4488149b3fc953e9a97c1f398f0f0f10de94b..4549e3f1a925c5d3fd923e514895d168d2799b70 100644
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diff --git a/docs/_build/doctrees/modules.doctree b/docs/_build/doctrees/modules.doctree
index 387e742c8a498cc1938da6df7eddbf9c30c8e315..7ff31b66759041fc1c5979e2335bb43b0246b1ed 100644
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delta 83
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delta 88
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GIT binary patch
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diff --git a/docs/_build/doctrees/transcribe.doctree b/docs/_build/doctrees/transcribe.doctree
index 0cbf0b080b64dee459b27101cc01cee0e8e29eb0..1e9833fdd2e53c4fc29e5597024cd74c27c4ec68 100644
GIT binary patch
delta 34
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delta 24
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diff --git a/docs/_build/html/_sources/autotranscript.app.rst.txt b/docs/_build/html/_sources/autotranscript.app.rst.txt
index ee68a6f..16b4b88 100644
--- a/docs/_build/html/_sources/autotranscript.app.rst.txt
+++ b/docs/_build/html/_sources/autotranscript.app.rst.txt
@@ -4,6 +4,14 @@ autotranscript.app package
 Submodules
 ----------
 
+autotranscript.app.gradio\_app module
+-------------------------------------
+
+.. automodule:: autotranscript.app.gradio_app
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 autotranscript.app.qtfaststart module
 -------------------------------------
 
diff --git a/docs/_build/html/_sources/autotranscript.rst.txt b/docs/_build/html/_sources/autotranscript.rst.txt
index 5ba3195..f220d9a 100644
--- a/docs/_build/html/_sources/autotranscript.rst.txt
+++ b/docs/_build/html/_sources/autotranscript.rst.txt
@@ -28,6 +28,14 @@ autotranscript.autotranscript module
    :undoc-members:
    :show-inheritance:
 
+autotranscript.cli module
+-------------------------
+
+.. automodule:: autotranscript.cli
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 autotranscript.diarisation module
 ---------------------------------
 
diff --git a/docs/_build/html/_sources/gradio_app.rst.txt b/docs/_build/html/_sources/gradio_app.rst.txt
deleted file mode 100644
index bafaed0..0000000
--- a/docs/_build/html/_sources/gradio_app.rst.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-gradio\_app module
-==================
-
-.. automodule:: gradio_app
-   :members:
-   :undoc-members:
-   :show-inheritance:
diff --git a/docs/_build/html/_sources/index.rst.txt b/docs/_build/html/_sources/index.rst.txt
index 0033a97..924ab4d 100644
--- a/docs/_build/html/_sources/index.rst.txt
+++ b/docs/_build/html/_sources/index.rst.txt
@@ -1,14 +1,14 @@
-.. AutoTranscript documentation master file, created by
-   sphinx-quickstart on Thu Aug 31 08:17:31 2023.
+.. ScrAIbe documentation master file, created by
+   sphinx-quickstart on Mon Sep 18 18:17:08 2023.
    You can adapt this file completely to your liking, but it should at least
    contain the root `toctree` directive.
 
-Welcome to AutoTranscript's documentation!
-==========================================
+Welcome to ScrAIbe's documentation!
+===================================
 
-`AutoTranscript`: Fully Automated Transcription using AI 
+`ScrAIbe` is a state-of-the-art,  PyTorch based multilingual speech-to-text framework to generate fully automated transcriptions. 
 
-`AutoTranscript` is a PyTorch based interface speech-to-text tool to generate fully automated transcriptions. AutoTranscript uses AI models containing speaker diarization models:
+Beyond transcription, ScrAIbe supports advanced functions, such as speaker diarization and speaker recognition.
 
 
 .. toctree::
@@ -19,9 +19,3 @@ Welcome to AutoTranscript's documentation!
 
 
 
-Indices and tables
-==================
-
-* :ref:`genindex`
-* :ref:`modindex`
-* :ref:`search`
diff --git a/docs/_build/html/_sources/modules.rst.txt b/docs/_build/html/_sources/modules.rst.txt
index b1fd70c..f715b46 100644
--- a/docs/_build/html/_sources/modules.rst.txt
+++ b/docs/_build/html/_sources/modules.rst.txt
@@ -6,7 +6,6 @@ autotranscript
 
    app
    autotranscript
-   gradio_app
    setup
    test_autotranscript
    transcribe
diff --git a/docs/_build/html/app.html b/docs/_build/html/app.html
index 8e0f6fa..b54328e 100644
--- a/docs/_build/html/app.html
+++ b/docs/_build/html/app.html
@@ -16,6 +16,8 @@
     <script src="_static/doctools.js"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
+    <link rel="next" title="autotranscript package" href="autotranscript.html" />
+    <link rel="prev" title="autotranscript" href="modules.html" />
    
   <link rel="stylesheet" href="_static/custom.css" type="text/css" />
   
@@ -63,11 +65,26 @@
 
 
 <h3>Navigation</h3>
+<p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
+<ul class="current">
+<li class="toctree-l1 current"><a class="reference internal" href="modules.html">autotranscript</a><ul class="current">
+<li class="toctree-l2 current"><a class="current reference internal" href="#">app module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="autotranscript.html">autotranscript package</a></li>
+<li class="toctree-l2"><a class="reference internal" href="setup.html">setup module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="test_autotranscript.html">test_autotranscript module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="transcribe.html">transcribe module</a></li>
+</ul>
+</li>
+</ul>
 
 <div class="relations">
 <h3>Related Topics</h3>
 <ul>
   <li><a href="index.html">Documentation overview</a><ul>
+  <li><a href="modules.html">autotranscript</a><ul>
+      <li>Previous: <a href="modules.html" title="previous chapter">autotranscript</a></li>
+      <li>Next: <a href="autotranscript.html" title="next chapter">autotranscript package</a></li>
+  </ul></li>
   </ul></li>
 </ul>
 </div>
diff --git a/docs/_build/html/autotranscript.app.html b/docs/_build/html/autotranscript.app.html
index 5beafa2..d3b285e 100644
--- a/docs/_build/html/autotranscript.app.html
+++ b/docs/_build/html/autotranscript.app.html
@@ -16,6 +16,8 @@
     <script src="_static/doctools.js"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
+    <link rel="next" title="setup module" href="setup.html" />
+    <link rel="prev" title="autotranscript package" href="autotranscript.html" />
    
   <link rel="stylesheet" href="_static/custom.css" type="text/css" />
   
@@ -37,6 +39,74 @@
 <section id="submodules">
 <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this heading">¶</a></h2>
 </section>
+<section id="module-autotranscript.app.gradio_app">
+<span id="autotranscript-app-gradio-app-module"></span><h2>autotranscript.app.gradio_app module<a class="headerlink" href="#module-autotranscript.app.gradio_app" title="Permalink to this heading">¶</a></h2>
+<section id="gradio-audio-transcription-app">
+<h3>Gradio Audio Transcription App.<a class="headerlink" href="#gradio-audio-transcription-app" title="Permalink to this heading">¶</a></h3>
+<p>This module provides an interface to transcribe audio files using the 
+AutoTranscribe model. Users can either upload an audio file or record their speech 
+live for transcription. The application supports multiple languages and provides 
+options to specify the number of speakers and the language of the audio.</p>
+<dl class="simple">
+<dt>Attributes:</dt><dd><p>LANGUAGES (list): A list of supported languages for transcription.</p>
+</dd>
+<dt>Usage:</dt><dd><p>Run this script to start the Gradio web interface for audio transcription.</p>
+</dd>
+</dl>
+<dl class="py class">
+<dt class="sig sig-object py" id="autotranscript.app.gradio_app.GradioTranscriptionInterface">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GradioTranscriptionInterface</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="autotranscript.html#autotranscript.autotranscript.AutoTranscribe" title="autotranscript.autotranscript.AutoTranscribe"><span class="pre">AutoTranscribe</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autotranscript.app.gradio_app.GradioTranscriptionInterface" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>Interface handling the interaction between Gradio UI and the Audio Transcription system.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="autotranscript.app.gradio_app.GradioTranscriptionInterface.__init__">
+<span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="autotranscript.html#autotranscript.autotranscript.AutoTranscribe" title="autotranscript.autotranscript.AutoTranscribe"><span class="pre">AutoTranscribe</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autotranscript.app.gradio_app.GradioTranscriptionInterface.__init__" title="Permalink to this definition">¶</a></dt>
+<dd><p>Initializes the GradioTranscriptionInterface with a transcription model.</p>
+<dl class="simple">
+<dt>Args:</dt><dd><p>model (AutoTranscribe): Model responsible for audio transcription tasks.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="autotranscript.app.gradio_app.GradioTranscriptionInterface.auto_transcribe">
+<span class="sig-name descname"><span class="pre">auto_transcribe</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">source</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_speakers</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">translation</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">language</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autotranscript.app.gradio_app.GradioTranscriptionInterface.auto_transcribe" title="Permalink to this definition">¶</a></dt>
+<dd><p>Shortcut method for the AutoTranscribe task.</p>
+<dl class="simple">
+<dt>Returns:</dt><dd><p>tuple: Transcribed text (str), JSON output (dict)</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="autotranscript.app.gradio_app.GradioTranscriptionInterface.perform_diarisation">
+<span class="sig-name descname"><span class="pre">perform_diarisation</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">source</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_speakers</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autotranscript.app.gradio_app.GradioTranscriptionInterface.perform_diarisation" title="Permalink to this definition">¶</a></dt>
+<dd><p>Shortcut method for the Diarisation task.</p>
+<dl class="simple">
+<dt>Returns:</dt><dd><p>str: JSON output of diarisation result.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="autotranscript.app.gradio_app.GradioTranscriptionInterface.transcribe">
+<span class="sig-name descname"><span class="pre">transcribe</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">source</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">translation</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">language</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autotranscript.app.gradio_app.GradioTranscriptionInterface.transcribe" title="Permalink to this definition">¶</a></dt>
+<dd><p>Shortcut method for the Transcribe task.</p>
+<dl class="simple">
+<dt>Returns:</dt><dd><p>str: Transcribed text.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="autotranscript.app.gradio_app.gradio_Interface">
+<span class="sig-name descname"><span class="pre">gradio_Interface</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="autotranscript.html#autotranscript.autotranscript.AutoTranscribe" title="autotranscript.autotranscript.AutoTranscribe"><span class="pre">AutoTranscribe</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autotranscript.app.gradio_app.gradio_Interface" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</section>
+</section>
 <section id="module-autotranscript.app.qtfaststart">
 <span id="autotranscript-app-qtfaststart-module"></span><h2>autotranscript.app.qtfaststart module<a class="headerlink" href="#module-autotranscript.app.qtfaststart" title="Permalink to this heading">¶</a></h2>
 <p>This file contains a modified version of qtfaststart by qtfaststart
@@ -185,11 +255,28 @@ like “ftyp” or “moov”.</p>
 
 
 <h3>Navigation</h3>
+<p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
+<ul class="current">
+<li class="toctree-l1 current"><a class="reference internal" href="modules.html">autotranscript</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="app.html">app module</a></li>
+<li class="toctree-l2 current"><a class="reference internal" href="autotranscript.html">autotranscript package</a></li>
+<li class="toctree-l2"><a class="reference internal" href="setup.html">setup module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="test_autotranscript.html">test_autotranscript module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="transcribe.html">transcribe module</a></li>
+</ul>
+</li>
+</ul>
 
 <div class="relations">
 <h3>Related Topics</h3>
 <ul>
   <li><a href="index.html">Documentation overview</a><ul>
+  <li><a href="modules.html">autotranscript</a><ul>
+  <li><a href="autotranscript.html">autotranscript package</a><ul>
+      <li>Previous: <a href="autotranscript.html" title="previous chapter">autotranscript package</a></li>
+      <li>Next: <a href="setup.html" title="next chapter">setup module</a></li>
+  </ul></li>
+  </ul></li>
   </ul></li>
 </ul>
 </div>
diff --git a/docs/_build/html/autotranscript.html b/docs/_build/html/autotranscript.html
index 302040a..0766505 100644
--- a/docs/_build/html/autotranscript.html
+++ b/docs/_build/html/autotranscript.html
@@ -16,6 +16,8 @@
     <script src="_static/doctools.js"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
+    <link rel="next" title="autotranscript.app package" href="autotranscript.app.html" />
+    <link rel="prev" title="app module" href="app.html" />
    
   <link rel="stylesheet" href="_static/custom.css" type="text/css" />
   
@@ -40,6 +42,10 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="autotranscript.app.html">autotranscript.app package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="autotranscript.app.html#submodules">Submodules</a></li>
+<li class="toctree-l2"><a class="reference internal" href="autotranscript.app.html#module-autotranscript.app.gradio_app">autotranscript.app.gradio_app module</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="autotranscript.app.html#gradio-audio-transcription-app">Gradio Audio Transcription App.</a></li>
+</ul>
+</li>
 <li class="toctree-l2"><a class="reference internal" href="autotranscript.app.html#module-autotranscript.app.qtfaststart">autotranscript.app.qtfaststart module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="autotranscript.app.html#module-autotranscript.app">Module contents</a></li>
 </ul>
@@ -215,6 +221,54 @@ get_audio_file: Gets an audio file as an AudioProcessor object.</p>
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="autotranscript.autotranscript.AutoTranscribe.__repr__">
+<span class="sig-name descname"><span class="pre">__repr__</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#autotranscript.autotranscript.AutoTranscribe.__repr__" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return repr(self).</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="autotranscript.autotranscript.AutoTranscribe.autotranscribe">
+<span class="sig-name descname"><span class="pre">autotranscribe</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">audio_file</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">torch.Tensor</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">numpy.ndarray</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">remove_original</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#autotranscript.transcript_exporter.Transcript" title="autotranscript.transcript_exporter.Transcript"><span class="pre">Transcript</span></a></span></span><a class="headerlink" href="#autotranscript.autotranscript.AutoTranscribe.autotranscribe" title="Permalink to this definition">¶</a></dt>
+<dd><p>Transcribes an audio file using the whisper model and pyannote diarization model.</p>
+<dl>
+<dt>Args:</dt><dd><dl class="simple">
+<dt>audio_file (Union[str, torch.Tensor, ndarray]): </dt><dd><p>Path to audio file or a tensor representing the audio.</p>
+</dd>
+<dt>remove_original (bool, optional): If True, the original audio file will</dt><dd><p>be removed after transcription.</p>
+</dd>
+</dl>
+<p><a href="#id3"><span class="problematic" id="id4">*</span></a>args: Additional positional arguments for diarization and transcription.
+<a href="#id5"><span class="problematic" id="id6">**</span></a>kwargs: Additional keyword arguments for diarization and transcription.</p>
+</dd>
+<dt>Returns:</dt><dd><dl class="simple">
+<dt>Transcript: A Transcript object containing the transcription,</dt><dd><p>which can be exported to different formats.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="autotranscript.autotranscript.AutoTranscribe.diarization">
+<span class="sig-name descname"><span class="pre">diarization</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">audio_file</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">torch.Tensor</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">numpy.ndarray</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span></span></span><a class="headerlink" href="#autotranscript.autotranscript.AutoTranscribe.diarization" title="Permalink to this definition">¶</a></dt>
+<dd><p>Perform diarization on an audio file using the pyannote diarization model.</p>
+<dl class="simple">
+<dt>Args:</dt><dd><dl class="simple">
+<dt>audio_file (Union[str, torch.Tensor, ndarray]):</dt><dd><p>The audio source which can either be a path to the audio file or a tensor representation.</p>
+</dd>
+<dt><a href="#id7"><span class="problematic" id="id8">**</span></a>kwargs: </dt><dd><p>Additional keyword arguments for diarization.</p>
+</dd>
+</dl>
+</dd>
+<dt>Returns:</dt><dd><dl class="simple">
+<dt>dict: </dt><dd><p>A dictionary containing the results of the diarization process.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="autotranscript.autotranscript.AutoTranscribe.get_audio_file">
 <em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_audio_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">audio_file</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">torch.Tensor</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">numpy.ndarray</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#autotranscript.audio.AudioProcessor" title="autotranscript.audio.AudioProcessor"><span class="pre">AudioProcessor</span></a></span></span><a class="headerlink" href="#autotranscript.autotranscript.AutoTranscribe.get_audio_file" title="Permalink to this definition">¶</a></dt>
@@ -224,8 +278,8 @@ get_audio_file: Gets an audio file as an AudioProcessor object.</p>
 <dt>audio_file (Union[str, torch.Tensor, ndarray]): Path to the audio file or </dt><dd><p>a tensor representing the audio.</p>
 </dd>
 </dl>
-<p><a href="#id3"><span class="problematic" id="id4">*</span></a>args: Additional positional arguments.
-<a href="#id5"><span class="problematic" id="id6">**</span></a>kwargs: Additional keyword arguments.</p>
+<p><a href="#id9"><span class="problematic" id="id10">*</span></a>args: Additional positional arguments.
+<a href="#id11"><span class="problematic" id="id12">**</span></a>kwargs: Additional keyword arguments.</p>
 </dd>
 <dt>Returns:</dt><dd><dl class="simple">
 <dt>AudioProcessor: An object containing the waveform and sample rate in</dt><dd><p>torch.Tensor format.</p>
@@ -251,20 +305,18 @@ shred (bool, optional): If True, the audio file will be shredded,</p>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="autotranscript.autotranscript.AutoTranscribe.transcribe">
-<span class="sig-name descname"><span class="pre">transcribe</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">audio_file</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">torch.Tensor</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">numpy.ndarray</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">remove_original</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#autotranscript.transcript_exporter.Transcript" title="autotranscript.transcript_exporter.Transcript"><span class="pre">Transcript</span></a></span></span><a class="headerlink" href="#autotranscript.autotranscript.AutoTranscribe.transcribe" title="Permalink to this definition">¶</a></dt>
-<dd><p>Transcribes an audio file using the whisper model and pyannote diarization model.</p>
-<dl>
+<span class="sig-name descname"><span class="pre">transcribe</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">audio_file</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">torch.Tensor</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">numpy.ndarray</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autotranscript.autotranscript.AutoTranscribe.transcribe" title="Permalink to this definition">¶</a></dt>
+<dd><p>Transcribe the provided audio file.</p>
+<dl class="simple">
 <dt>Args:</dt><dd><dl class="simple">
-<dt>audio_file (Union[str, torch.Tensor, ndarray]): </dt><dd><p>Path to audio file or a tensor representing the audio.</p>
+<dt>audio_file (Union[str, torch.Tensor, ndarray]):</dt><dd><p>The audio source, which can either be a path or a tensor representation.</p>
 </dd>
-<dt>remove_original (bool, optional): If True, the original audio file will</dt><dd><p>be removed after transcription.</p>
+<dt><a href="#id13"><span class="problematic" id="id14">**</span></a>kwargs: </dt><dd><p>Additional keyword arguments for transcription.</p>
 </dd>
 </dl>
-<p><a href="#id7"><span class="problematic" id="id8">*</span></a>args: Additional positional arguments for diarization and transcription.
-<a href="#id9"><span class="problematic" id="id10">**</span></a>kwargs: Additional keyword arguments for diarization and transcription.</p>
 </dd>
 <dt>Returns:</dt><dd><dl class="simple">
-<dt>Transcript: A Transcript object containing the transcription,</dt><dd><p>which can be exported to different formats.</p>
+<dt>str:</dt><dd><p>The transcribed text from the audio source.</p>
 </dd>
 </dl>
 </dd>
@@ -273,9 +325,17 @@ shred (bool, optional): If True, the audio file will be shredded,</p>
 
 </dd></dl>
 
+</section>
+</section>
+<section id="module-autotranscript.cli">
+<span id="autotranscript-cli-module"></span><h2>autotranscript.cli module<a class="headerlink" href="#module-autotranscript.cli" title="Permalink to this heading">¶</a></h2>
+<p>Command-Line Interface (CLI) for the AutoTranscribe class,
+allowing for user interaction to transcribe and diarize audio files. 
+The function includes arguments for specifying the audio files, model paths,
+output formats, and other options necessary for transcription.</p>
 <dl class="py function">
-<dt class="sig sig-object py" id="autotranscript.autotranscript.cli">
-<span class="sig-name descname"><span class="pre">cli</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#autotranscript.autotranscript.cli" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="autotranscript.cli.cli">
+<span class="sig-name descname"><span class="pre">cli</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#autotranscript.cli.cli" title="Permalink to this definition">¶</a></dt>
 <dd><p>Command-Line Interface (CLI) for the AutoTranscribe class, allowing for user interaction to transcribe 
 and diarize audio files. The function includes arguments for specifying the audio files, model paths, 
 output formats, and other options necessary for transcription.</p>
@@ -283,7 +343,6 @@ output formats, and other options necessary for transcription.</p>
 user-friendly way to access the AutoTranscribe class functionalities.</p>
 </dd></dl>
 
-</section>
 </section>
 <section id="module-autotranscript.diarisation">
 <span id="autotranscript-diarisation-module"></span><h2>autotranscript.diarisation module<a class="headerlink" href="#module-autotranscript.diarisation" title="Permalink to this heading">¶</a></h2>
@@ -372,7 +431,7 @@ to the diarization process.</p>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="autotranscript.diarisation.Diariser.load_model">
-<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">load_model</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'/home/ortizcruzc/.cache/torch/models/pyannote/config.yaml'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_dir</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Path</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'/home/ortizcruzc/.cache/torch/models/pyannote'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hparams_file</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Path</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pyannote.audio.Pipeline</span></span></span><a class="headerlink" href="#autotranscript.diarisation.Diariser.load_model" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">load_model</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'/home/ortizcruzc/.cache/torch/models/pyannote/config.yaml'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_auth_token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_dir</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Path</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'/home/ortizcruzc/.cache/torch/models/pyannote'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hparams_file</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Path</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pyannote.audio.Pipeline</span></span></span><a class="headerlink" href="#autotranscript.diarisation.Diariser.load_model" title="Permalink to this definition">¶</a></dt>
 <dd><p>Loads a pretrained model from pyannote.audio, 
 either from a local cache or online repository.</p>
 <dl>
@@ -383,7 +442,9 @@ either from a local cache or online repository.</p>
 <p>token: Optional HUGGINGFACE_TOKEN for authenticated access.
 cache_token: Whether to cache the token locally for future use.
 cache_dir: Directory for caching models.
-hparams_file: Path to a YAML file containing hyperparameters.</p>
+hparams_file: Path to a YAML file containing hyperparameters.
+args: Additional arguments only to avoid errors.
+kwargs: Additional keyword arguments only to avoid errors.</p>
 </dd>
 <dt>Returns:</dt><dd><p>Pipeline: A pyannote.audio Pipeline object, encapsulating the loaded model.</p>
 </dd>
@@ -483,9 +544,9 @@ the load_model method for available options.</p>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="autotranscript.transcriber.Transcriber.load_model">
-<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">load_model</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'medium'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download_root</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'/home/ortizcruzc/.cache/torch/models/whisper'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">torch.device</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">in_memory</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#autotranscript.transcriber.Transcriber" title="autotranscript.transcriber.Transcriber"><span class="pre">Transcriber</span></a></span></span><a class="headerlink" href="#autotranscript.transcriber.Transcriber.load_model" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">load_model</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'medium'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download_root</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'/home/ortizcruzc/.cache/torch/models/whisper'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">torch.device</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">in_memory</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#autotranscript.transcriber.Transcriber" title="autotranscript.transcriber.Transcriber"><span class="pre">Transcriber</span></a></span></span><a class="headerlink" href="#autotranscript.transcriber.Transcriber.load_model" title="Permalink to this definition">¶</a></dt>
 <dd><p>Load whisper model.</p>
-<dl class="simple">
+<dl>
 <dt>Args:</dt><dd><dl class="simple">
 <dt>model (str): Whisper model. Available models include:</dt><dd><ul class="simple">
 <li><p>‘tiny.en’</p></li>
@@ -508,6 +569,8 @@ the load_model method for available options.</p>
 <dt>in_memory (bool, optional): Whether to load model in memory. </dt><dd><p>Defaults to False.</p>
 </dd>
 </dl>
+<p>args: Additional arguments only to avoid errors.
+kwargs: Additional keyword arguments only to avoid errors.</p>
 </dd>
 <dt>Returns:</dt><dd><p>Transcriber: A Transcriber object initialized with the specified model.</p>
 </dd>
@@ -533,8 +596,8 @@ save_path (str): The path to save the transcript.</p>
 <dd><p>Transcribe an audio file.</p>
 <dl>
 <dt>Args:</dt><dd><p>audio (Union[str, Tensor, nparray]): The audio file to transcribe.
-<a href="#id11"><span class="problematic" id="id12">*</span></a>args: Additional arguments.
-<a href="#id13"><span class="problematic" id="id14">**</span></a>kwargs: Additional keyword arguments,</p>
+<a href="#id15"><span class="problematic" id="id16">*</span></a>args: Additional arguments.
+<a href="#id17"><span class="problematic" id="id18">**</span></a>kwargs: Additional keyword arguments,</p>
 <blockquote>
 <div><p>such as the language of the audio file.</p>
 </div></blockquote>
@@ -601,7 +664,7 @@ contain speaker and segment information.</p>
 <dt>Args:</dt><dd><p>args (list): List of speaker names. These will be mapped sequentially to the speakers.
 kwargs (dict): Dictionary with speaker names as keys and list of segments as values.</p>
 </dd>
-<dt>Returns:</dt><dd><p>dict: Dictionary with speaker names as keys and the corresponding annotation as values.</p>
+<dt>Returns:</dt><dd><p>dict: Dictionary with speaker names as keys and list of segments as values.</p>
 </dd>
 <dt>Raises:</dt><dd><dl class="simple">
 <dt>ValueError: If the number of speaker names does not match the number </dt><dd><p>of speakers, or if an unknown speaker is found.</p>
@@ -611,6 +674,18 @@ kwargs (dict): Dictionary with speaker names as keys and list of segments as val
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="autotranscript.transcript_exporter.Transcript.from_json">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_json</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">json</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">dict</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#autotranscript.transcript_exporter.Transcript" title="autotranscript.transcript_exporter.Transcript"><span class="pre">Transcript</span></a></span></span><a class="headerlink" href="#autotranscript.transcript_exporter.Transcript.from_json" title="Permalink to this definition">¶</a></dt>
+<dd><p>Load transcript from json file</p>
+<dl class="simple">
+<dt>Args:</dt><dd><p>path (str): path to json file</p>
+</dd>
+<dt>Returns:</dt><dd><p>Transcript: Transcript object</p>
+</dd>
+</dl>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="autotranscript.transcript_exporter.Transcript.get_dict">
 <span class="sig-name descname"><span class="pre">get_dict</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span></span></span><a class="headerlink" href="#autotranscript.transcript_exporter.Transcript.get_dict" title="Permalink to this definition">¶</a></dt>
@@ -641,7 +716,7 @@ kwargs (dict): Dictionary with speaker names as keys and list of segments as val
 
 <dl class="py method">
 <dt class="sig sig-object py" id="autotranscript.transcript_exporter.Transcript.get_json">
-<span class="sig-name descname"><span class="pre">get_json</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="headerlink" href="#autotranscript.transcript_exporter.Transcript.get_json" title="Permalink to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">get_json</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_annotation</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="headerlink" href="#autotranscript.transcript_exporter.Transcript.get_json" title="Permalink to this definition">¶</a></dt>
 <dd><p>Get transcript as json string
 :return: transcript as json string
 :rtype: str</p>
@@ -677,8 +752,8 @@ MD, HTML, TEX, and PDF. The file format is determined by the extension of
 the path.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>path (str): Path to save the file, including the desired file extension.
-<a href="#id15"><span class="problematic" id="id16">*</span></a>args: Additional positional arguments to be passed to the specific save methods.
-<a href="#id17"><span class="problematic" id="id18">**</span></a>kwargs: Additional keyword arguments to be passed to the specific save methods.</p>
+<a href="#id19"><span class="problematic" id="id20">*</span></a>args: Additional positional arguments to be passed to the specific save methods.
+<a href="#id21"><span class="problematic" id="id22">**</span></a>kwargs: Additional keyword arguments to be passed to the specific save methods.</p>
 </dd>
 <dt>Raises:</dt><dd><p>ValueError: If the file format specified in the path is unknown.</p>
 </dd>
@@ -784,11 +859,26 @@ the path.</p>
 
 
 <h3>Navigation</h3>
+<p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
+<ul class="current">
+<li class="toctree-l1 current"><a class="reference internal" href="modules.html">autotranscript</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="app.html">app module</a></li>
+<li class="toctree-l2 current"><a class="current reference internal" href="#">autotranscript package</a></li>
+<li class="toctree-l2"><a class="reference internal" href="setup.html">setup module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="test_autotranscript.html">test_autotranscript module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="transcribe.html">transcribe module</a></li>
+</ul>
+</li>
+</ul>
 
 <div class="relations">
 <h3>Related Topics</h3>
 <ul>
   <li><a href="index.html">Documentation overview</a><ul>
+  <li><a href="modules.html">autotranscript</a><ul>
+      <li>Previous: <a href="app.html" title="previous chapter">app module</a></li>
+      <li>Next: <a href="autotranscript.app.html" title="next chapter">autotranscript.app package</a></li>
+  </ul></li>
   </ul></li>
 </ul>
 </div>
diff --git a/docs/_build/html/genindex.html b/docs/_build/html/genindex.html
index 2afa676..21fe6b3 100644
--- a/docs/_build/html/genindex.html
+++ b/docs/_build/html/genindex.html
@@ -60,6 +60,8 @@
         <li><a href="autotranscript.html#autotranscript.autotranscript.AutoTranscribe.__init__">(AutoTranscribe method)</a>
 </li>
         <li><a href="autotranscript.html#autotranscript.diarisation.Diariser.__init__">(Diariser method)</a>
+</li>
+        <li><a href="autotranscript.app.html#autotranscript.app.gradio_app.GradioTranscriptionInterface.__init__">(GradioTranscriptionInterface method)</a>
 </li>
         <li><a href="autotranscript.html#autotranscript.transcriber.Transcriber.__init__">(Transcriber method)</a>
 </li>
@@ -72,6 +74,8 @@
 
       <ul>
         <li><a href="autotranscript.html#autotranscript.audio.AudioProcessor.__repr__">(AudioProcessor method)</a>
+</li>
+        <li><a href="autotranscript.html#autotranscript.autotranscript.AutoTranscribe.__repr__">(AutoTranscribe method)</a>
 </li>
         <li><a href="autotranscript.html#autotranscript.diarisation.Diariser.__repr__">(Diariser method)</a>
 </li>
@@ -100,8 +104,12 @@
       <li><a href="autotranscript.app.html#autotranscript.app.qtfaststart.Atom">Atom (class in autotranscript.app.qtfaststart)</a>
 </li>
       <li><a href="autotranscript.html#autotranscript.audio.AudioProcessor">AudioProcessor (class in autotranscript.audio)</a>
+</li>
+      <li><a href="autotranscript.app.html#autotranscript.app.gradio_app.GradioTranscriptionInterface.auto_transcribe">auto_transcribe() (GradioTranscriptionInterface method)</a>
 </li>
       <li><a href="autotranscript.html#autotranscript.autotranscript.AutoTranscribe">AutoTranscribe (class in autotranscript.autotranscript)</a>
+</li>
+      <li><a href="autotranscript.html#autotranscript.autotranscript.AutoTranscribe.autotranscribe">autotranscribe() (AutoTranscribe method)</a>
 </li>
       <li>
     autotranscript
@@ -115,6 +123,13 @@
 
       <ul>
         <li><a href="autotranscript.app.html#module-autotranscript.app">module</a>
+</li>
+      </ul></li>
+      <li>
+    autotranscript.app.gradio_app
+
+      <ul>
+        <li><a href="autotranscript.app.html#module-autotranscript.app.gradio_app">module</a>
 </li>
       </ul></li>
       <li>
@@ -124,6 +139,8 @@
         <li><a href="autotranscript.app.html#module-autotranscript.app.qtfaststart">module</a>
 </li>
       </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li>
     autotranscript.audio
 
@@ -131,13 +148,18 @@
         <li><a href="autotranscript.html#module-autotranscript.audio">module</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li>
     autotranscript.autotranscript
 
       <ul>
         <li><a href="autotranscript.html#module-autotranscript.autotranscript">module</a>
+</li>
+      </ul></li>
+      <li>
+    autotranscript.cli
+
+      <ul>
+        <li><a href="autotranscript.html#module-autotranscript.cli">module</a>
 </li>
       </ul></li>
       <li>
@@ -181,7 +203,7 @@
 <h2 id="C">C</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="autotranscript.html#autotranscript.autotranscript.cli">cli() (in module autotranscript.autotranscript)</a>
+      <li><a href="autotranscript.html#autotranscript.cli.cli">cli() (in module autotranscript.cli)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
@@ -199,8 +221,12 @@
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="autotranscript.html#autotranscript.diarisation.Diariser.diarization">diarization() (Diariser method)</a>
+      <li><a href="autotranscript.html#autotranscript.autotranscript.AutoTranscribe.diarization">diarization() (AutoTranscribe method)</a>
+
+      <ul>
+        <li><a href="autotranscript.html#autotranscript.diarisation.Diariser.diarization">(Diariser method)</a>
 </li>
+      </ul></li>
   </ul></td>
 </tr></table>
 
@@ -211,13 +237,15 @@
 </li>
       <li><a href="autotranscript.app.html#autotranscript.app.qtfaststart.FastStartSetupError">FastStartSetupError</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="autotranscript.app.html#autotranscript.app.qtfaststart.find_atoms">find_atoms() (in module autotranscript.app.qtfaststart)</a>
 </li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="autotranscript.html#autotranscript.diarisation.Diariser.format_diarization_output">format_diarization_output() (Diariser static method)</a>
 </li>
       <li><a href="autotranscript.html#autotranscript.audio.AudioProcessor.from_file">from_file() (AudioProcessor class method)</a>
+</li>
+      <li><a href="autotranscript.html#autotranscript.transcript_exporter.Transcript.from_json">from_json() (Transcript class method)</a>
 </li>
   </ul></td>
 </tr></table>
@@ -235,10 +263,10 @@
 </li>
       <li><a href="autotranscript.app.html#autotranscript.app.qtfaststart.get_index">get_index() (in module autotranscript.app.qtfaststart)</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="autotranscript.html#autotranscript.transcript_exporter.Transcript.get_json">get_json() (Transcript method)</a>
 </li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="autotranscript.html#autotranscript.transcript_exporter.Transcript.get_md">get_md() (Transcript method)</a>
 </li>
       <li><a href="autotranscript.html#autotranscript.transcript_exporter.Transcript.get_tex">get_tex() (Transcript method)</a>
@@ -246,6 +274,10 @@
       <li><a href="autotranscript.html#autotranscript.version.get_version">get_version() (in module autotranscript.version)</a>
 </li>
       <li><a href="autotranscript.html#autotranscript.version.git_version">git_version() (in module autotranscript.version)</a>
+</li>
+      <li><a href="autotranscript.app.html#autotranscript.app.gradio_app.gradio_Interface">gradio_Interface() (in module autotranscript.app.gradio_app)</a>
+</li>
+      <li><a href="autotranscript.app.html#autotranscript.app.gradio_app.GradioTranscriptionInterface">GradioTranscriptionInterface (class in autotranscript.app.gradio_app)</a>
 </li>
   </ul></td>
 </tr></table>
@@ -280,12 +312,16 @@
         <li><a href="autotranscript.html#module-autotranscript">autotranscript</a>
 </li>
         <li><a href="autotranscript.app.html#module-autotranscript.app">autotranscript.app</a>
+</li>
+        <li><a href="autotranscript.app.html#module-autotranscript.app.gradio_app">autotranscript.app.gradio_app</a>
 </li>
         <li><a href="autotranscript.app.html#module-autotranscript.app.qtfaststart">autotranscript.app.qtfaststart</a>
 </li>
         <li><a href="autotranscript.html#module-autotranscript.audio">autotranscript.audio</a>
 </li>
         <li><a href="autotranscript.html#module-autotranscript.autotranscript">autotranscript.autotranscript</a>
+</li>
+        <li><a href="autotranscript.html#module-autotranscript.cli">autotranscript.cli</a>
 </li>
         <li><a href="autotranscript.html#module-autotranscript.diarisation">autotranscript.diarisation</a>
 </li>
@@ -313,6 +349,8 @@
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="app.html#app.parse_contents">parse_contents() (in module app)</a>
+</li>
+      <li><a href="autotranscript.app.html#autotranscript.app.gradio_app.GradioTranscriptionInterface.perform_diarisation">perform_diarisation() (GradioTranscriptionInterface method)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
@@ -369,6 +407,8 @@
       <li><a href="autotranscript.html#autotranscript.autotranscript.AutoTranscribe.transcribe">transcribe() (AutoTranscribe method)</a>
 
       <ul>
+        <li><a href="autotranscript.app.html#autotranscript.app.gradio_app.GradioTranscriptionInterface.transcribe">(GradioTranscriptionInterface method)</a>
+</li>
         <li><a href="autotranscript.html#autotranscript.transcriber.Transcriber.transcribe">(Transcriber method)</a>
 </li>
       </ul></li>
diff --git a/docs/_build/html/gradio_app.html b/docs/_build/html/gradio_app.html
deleted file mode 100644
index 139df0d..0000000
--- a/docs/_build/html/gradio_app.html
+++ /dev/null
@@ -1,120 +0,0 @@
-
-<!DOCTYPE html>
-
-<html lang="en">
-  <head>
-    <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
-
-    <title>gradio_app module &#8212; AutoTranscript  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
-    <link rel="stylesheet" type="text/css" href="_static/alabaster.css" />
-    <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-    <script src="_static/jquery.js"></script>
-    <script src="_static/underscore.js"></script>
-    <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
-    <script src="_static/doctools.js"></script>
-    <link rel="index" title="Index" href="genindex.html" />
-    <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="setup module" href="setup.html" />
-    <link rel="prev" title="autotranscript.app package" href="autotranscript.app.html" />
-   
-  <link rel="stylesheet" href="_static/custom.css" type="text/css" />
-  
-  
-  <meta name="viewport" content="width=device-width, initial-scale=0.9, maximum-scale=0.9" />
-
-  </head><body>
-  
-
-    <div class="document">
-      <div class="documentwrapper">
-        <div class="bodywrapper">
-          
-
-          <div class="body" role="main">
-            
-  <section id="gradio-app-module">
-<h1>gradio_app module<a class="headerlink" href="#gradio-app-module" title="Permalink to this heading">¶</a></h1>
-</section>
-
-
-          </div>
-          
-        </div>
-      </div>
-      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
-        <div class="sphinxsidebarwrapper">
-<h1 class="logo"><a href="index.html">AutoTranscript</a></h1>
-
-
-
-
-
-
-
-
-<h3>Navigation</h3>
-<p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
-<ul class="current">
-<li class="toctree-l1 current"><a class="reference internal" href="modules.html">autotranscript</a><ul class="current">
-<li class="toctree-l2"><a class="reference internal" href="app.html">app module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="autotranscript.html">autotranscript package</a></li>
-<li class="toctree-l2 current"><a class="current reference internal" href="#">gradio_app module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="setup.html">setup module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="test_autotranscript.html">test_autotranscript module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="transcribe.html">transcribe module</a></li>
-</ul>
-</li>
-</ul>
-
-<div class="relations">
-<h3>Related Topics</h3>
-<ul>
-  <li><a href="index.html">Documentation overview</a><ul>
-  <li><a href="modules.html">autotranscript</a><ul>
-      <li>Previous: <a href="autotranscript.app.html" title="previous chapter">autotranscript.app package</a></li>
-      <li>Next: <a href="setup.html" title="next chapter">setup module</a></li>
-  </ul></li>
-  </ul></li>
-</ul>
-</div>
-<div id="searchbox" style="display: none" role="search">
-  <h3 id="searchlabel">Quick search</h3>
-    <div class="searchformwrapper">
-    <form class="search" action="search.html" method="get">
-      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
-      <input type="submit" value="Go" />
-    </form>
-    </div>
-</div>
-<script>document.getElementById('searchbox').style.display = "block"</script>
-
-
-
-
-
-
-
-
-        </div>
-      </div>
-      <div class="clearer"></div>
-    </div>
-    <div class="footer">
-      &copy;2023, Jacob Schmieder.
-      
-      |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 5.0.2</a>
-      &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
-      
-      |
-      <a href="_sources/gradio_app.rst.txt"
-          rel="nofollow">Page source</a>
-    </div>
-
-    
-
-    
-  </body>
-</html>
\ No newline at end of file
diff --git a/docs/_build/html/index.html b/docs/_build/html/index.html
index d5670e7..7793733 100644
--- a/docs/_build/html/index.html
+++ b/docs/_build/html/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
 
-    <title>Welcome to AutoTranscript’s documentation! &#8212; AutoTranscript  documentation</title>
+    <title>Welcome to ScrAIbe’s documentation! &#8212; AutoTranscript  documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/alabaster.css" />
     <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
@@ -33,17 +33,16 @@
 
           <div class="body" role="main">
             
-  <section id="welcome-to-autotranscript-s-documentation">
-<h1>Welcome to AutoTranscript’s documentation!<a class="headerlink" href="#welcome-to-autotranscript-s-documentation" title="Permalink to this heading">¶</a></h1>
-<p><cite>AutoTranscript</cite>: Fully Automated Transcription using AI</p>
-<p><cite>AutoTranscript</cite> is a PyTorch based interface speech-to-text tool to generate fully automated transcriptions. AutoTranscript uses AI models containing speaker diarization models:</p>
+  <section id="welcome-to-scraibe-s-documentation">
+<h1>Welcome to ScrAIbe’s documentation!<a class="headerlink" href="#welcome-to-scraibe-s-documentation" title="Permalink to this heading">¶</a></h1>
+<p><cite>ScrAIbe</cite> is a state-of-the-art,  PyTorch based multilingual speech-to-text framework to generate fully automated transcriptions.</p>
+<p>Beyond transcription, ScrAIbe supports advanced functions, such as speaker diarization and speaker recognition.</p>
 <div class="toctree-wrapper compound">
 <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="modules.html">autotranscript</a><ul>
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 <li class="toctree-l2"><a class="reference internal" href="autotranscript.html">autotranscript package</a></li>
-<li class="toctree-l2"><a class="reference internal" href="gradio_app.html">gradio_app module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="setup.html">setup module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="test_autotranscript.html">test_autotranscript module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="transcribe.html">transcribe module</a></li>
@@ -51,14 +50,6 @@
 </li>
 </ul>
 </div>
-</section>
-<section id="indices-and-tables">
-<h1>Indices and tables<a class="headerlink" href="#indices-and-tables" title="Permalink to this heading">¶</a></h1>
-<ul class="simple">
-<li><p><a class="reference internal" href="genindex.html"><span class="std std-ref">Index</span></a></p></li>
-<li><p><a class="reference internal" href="py-modindex.html"><span class="std std-ref">Module Index</span></a></p></li>
-<li><p><a class="reference internal" href="search.html"><span class="std std-ref">Search Page</span></a></p></li>
-</ul>
 </section>
 
 
diff --git a/docs/_build/html/modules.html b/docs/_build/html/modules.html
index aea5c52..c8fbbea 100644
--- a/docs/_build/html/modules.html
+++ b/docs/_build/html/modules.html
@@ -17,7 +17,7 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="app module" href="app.html" />
-    <link rel="prev" title="Welcome to AutoTranscript’s documentation!" href="index.html" />
+    <link rel="prev" title="Welcome to ScrAIbe’s documentation!" href="index.html" />
    
   <link rel="stylesheet" href="_static/custom.css" type="text/css" />
   
@@ -43,6 +43,7 @@
 <li class="toctree-l2"><a class="reference internal" href="autotranscript.html#subpackages">Subpackages</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="autotranscript.app.html">autotranscript.app package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="autotranscript.app.html#submodules">Submodules</a></li>
+<li class="toctree-l4"><a class="reference internal" href="autotranscript.app.html#module-autotranscript.app.gradio_app">autotranscript.app.gradio_app module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="autotranscript.app.html#module-autotranscript.app.qtfaststart">autotranscript.app.qtfaststart module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="autotranscript.app.html#module-autotranscript.app">Module contents</a></li>
 </ul>
@@ -58,6 +59,7 @@
 <li class="toctree-l3"><a class="reference internal" href="autotranscript.html#autotranscribe-class">AutoTranscribe Class</a></li>
 </ul>
 </li>
+<li class="toctree-l2"><a class="reference internal" href="autotranscript.html#module-autotranscript.cli">autotranscript.cli module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="autotranscript.html#module-autotranscript.diarisation">autotranscript.diarisation module</a><ul>
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@@ -72,7 +74,6 @@
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-<li class="toctree-l1"><a class="reference internal" href="gradio_app.html">gradio_app module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="setup.html">setup module</a></li>
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@@ -114,7 +114,7 @@
 <h3>Related Topics</h3>
 <ul>
   <li><a href="index.html">Documentation overview</a><ul>
-      <li>Previous: <a href="index.html" title="previous chapter">Welcome to AutoTranscript’s documentation!</a></li>
+      <li>Previous: <a href="index.html" title="previous chapter">Welcome to ScrAIbe’s documentation!</a></li>
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        <a href="autotranscript.app.html#module-autotranscript.app"><code class="xref">autotranscript.app</code></a></td><td>
        <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="autotranscript.app.html#module-autotranscript.app.gradio_app"><code class="xref">autotranscript.app.gradio_app</code></a></td><td>
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+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
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"autotranscrib": [2, 4], "parse_cont": 0, "filenam": 0, "date": 0, "update_output": 0, "list_of_cont": 0, "list_of_nam": 0, "list_of_d": 0, "gradio": 1, "command": 1, "line": 1, "interact": [1, 2], "execut": 1, "friendli": 1, "upload": 2, "record": 2, "live": 2, "multipl": 2, "run": 2, "script": 2, "web": 2, "gradiotranscriptioninterfac": 2, "ui": 2, "auto_transcrib": 2, "num_speak": 2, "translat": 2, "shortcut": 2, "perform_diaris": 2, "gradio_interfac": 2, "state": 3, "pytorch": 3, "multilingu": 3, "framework": 3, "gener": 3, "fulli": 3, "autom": 3, "beyond": 3, "advanc": 3, "recognit": 3}, "objects": {"": [[0, 0, 0, "-", "app"], [1, 0, 0, "-", "autotranscript"]], "app": [[0, 1, 1, "", "parse_contents"], [0, 1, 1, "", "update_output"]], "autotranscript": [[2, 0, 0, "-", "app"], [1, 0, 0, "-", "audio"], [1, 0, 0, "-", "autotranscript"], [1, 0, 0, "-", "cli"], [1, 0, 0, "-", "diarisation"], [1, 0, 0, "-", "misc"], [1, 0, 0, "-", "transcriber"], [1, 0, 0, "-", "transcript_exporter"], [1, 0, 0, "-", "version"]], "autotranscript.app": [[2, 0, 0, "-", "gradio_app"], [2, 0, 0, "-", "qtfaststart"]], "autotranscript.app.gradio_app": [[2, 2, 1, "", "GradioTranscriptionInterface"], [2, 1, 1, "", "gradio_Interface"]], "autotranscript.app.gradio_app.GradioTranscriptionInterface": [[2, 3, 1, "", "__init__"], [2, 3, 1, "", "auto_transcribe"], [2, 3, 1, "", "perform_diarisation"], [2, 3, 1, "", "transcribe"]], "autotranscript.app.qtfaststart": [[2, 2, 1, "", "Atom"], [2, 5, 1, "", "FastStartException"], [2, 5, 1, "", "FastStartSetupError"], [2, 5, 1, "", "MalformedFileError"], [2, 5, 1, "", "UnsupportedFormatError"], [2, 1, 1, "", "find_atoms"], [2, 1, 1, "", "get_chunks"], [2, 1, 1, "", "get_index"], [2, 1, 1, "", "process"], [2, 1, 1, "", "read_atom"]], "autotranscript.app.qtfaststart.Atom": [[2, 3, 1, "", "__repr__"], [2, 4, 1, "", "name"], [2, 4, 1, "", "position"], [2, 4, 1, "", "size"]], "autotranscript.audio": [[1, 2, 1, "", "AudioProcessor"]], "autotranscript.audio.AudioProcessor": [[1, 3, 1, "", "__init__"], [1, 3, 1, "", "__repr__"], [1, 3, 1, "", "cut"], [1, 3, 1, "", "from_file"], [1, 3, 1, "", "load_audio"]], "autotranscript.autotranscript": [[1, 2, 1, "", "AutoTranscribe"]], "autotranscript.autotranscript.AutoTranscribe": [[1, 3, 1, "", "__init__"], [1, 3, 1, "", "__repr__"], [1, 3, 1, "", "autotranscribe"], [1, 3, 1, "", "diarization"], [1, 3, 1, "", "get_audio_file"], [1, 3, 1, "", "remove_audio_file"], [1, 3, 1, "", "transcribe"]], "autotranscript.cli": [[1, 1, 1, "", "cli"]], "autotranscript.diarisation": [[1, 2, 1, "", "Diariser"]], "autotranscript.diarisation.Diariser": [[1, 3, 1, "", "__init__"], [1, 3, 1, "", "__repr__"], [1, 3, 1, "", "diarization"], [1, 3, 1, "", "format_diarization_output"], [1, 3, 1, "", "load_model"]], "autotranscript.misc": [[1, 1, 1, "", "config_diarization_yaml"]], "autotranscript.transcriber": [[1, 2, 1, "", "Transcriber"]], "autotranscript.transcriber.Transcriber": [[1, 3, 1, "", "__init__"], [1, 3, 1, "", "__repr__"], [1, 3, 1, "", "load_model"], [1, 3, 1, "", "save_transcript"], [1, 3, 1, "", "transcribe"]], "autotranscript.transcript_exporter": [[1, 2, 1, "", "Transcript"]], "autotranscript.transcript_exporter.Transcript": [[1, 3, 1, "", "__init__"], [1, 3, 1, "", "__repr__"], [1, 3, 1, "", "__str__"], [1, 3, 1, "", "annotate"], [1, 3, 1, "", "from_json"], [1, 3, 1, "", "get_dict"], [1, 3, 1, "", "get_html"], [1, 3, 1, "", "get_json"], [1, 3, 1, "", "get_md"], [1, 3, 1, "", "get_tex"], [1, 3, 1, "", "save"], [1, 3, 1, "", "to_html"], [1, 3, 1, "", "to_json"], [1, 3, 1, "", "to_md"], [1, 3, 1, "", "to_pdf"], [1, 3, 1, "", "to_tex"], [1, 3, 1, "", "to_txt"]], "autotranscript.version": [[1, 1, 1, "", "get_version"], [1, 1, 1, "", "git_version"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:class", "3": "py:method", "4": "py:attribute", "5": "py:exception"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "class", "Python class"], "3": ["py", "method", "Python method"], "4": ["py", "attribute", "Python attribute"], "5": ["py", "exception", "Python exception"]}, "titleterms": {"autotranscript": [1, 2, 4], "packag": [1, 2], "subpackag": 1, "submodul": [1, 2], "audio": [1, 2], "modul": [0, 1, 2, 5, 6, 7], "cli": 1, "diaris": 1, "misc": 1, "transcrib": [1, 7], "transcript_export": 1, "version": 1, "content": [1, 2, 3], "app": [0, 2], "gradio_app": 2, "qtfaststart": 2, "welcom": 3, "scraib": 3, "s": 3, "document": 3, "indic": [], "tabl": [], "processor": 1, "autotranscrib": 1, "class": 1, "setup": 5, "test_autotranscript": 6, "gradio": 2, "transcript": 2}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 6, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx": 56}})
\ No newline at end of file
diff --git a/docs/_build/html/setup.html b/docs/_build/html/setup.html
index 0761842..3f34e69 100644
--- a/docs/_build/html/setup.html
+++ b/docs/_build/html/setup.html
@@ -17,7 +17,7 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="test_autotranscript module" href="test_autotranscript.html" />
-    <link rel="prev" title="gradio_app module" href="gradio_app.html" />
+    <link rel="prev" title="autotranscript.app package" href="autotranscript.app.html" />
    
   <link rel="stylesheet" href="_static/custom.css" type="text/css" />
   
@@ -60,7 +60,6 @@
 <li class="toctree-l1 current"><a class="reference internal" href="modules.html">autotranscript</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="app.html">app module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="autotranscript.html">autotranscript package</a></li>
-<li class="toctree-l2"><a class="reference internal" href="gradio_app.html">gradio_app module</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">setup module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="test_autotranscript.html">test_autotranscript module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="transcribe.html">transcribe module</a></li>
@@ -73,7 +72,7 @@
 <ul>
   <li><a href="index.html">Documentation overview</a><ul>
   <li><a href="modules.html">autotranscript</a><ul>
-      <li>Previous: <a href="gradio_app.html" title="previous chapter">gradio_app module</a></li>
+      <li>Previous: <a href="autotranscript.app.html" title="previous chapter">autotranscript.app package</a></li>
       <li>Next: <a href="test_autotranscript.html" title="next chapter">test_autotranscript module</a></li>
   </ul></li>
   </ul></li>
diff --git a/docs/_build/html/test_autotranscript.html b/docs/_build/html/test_autotranscript.html
index 1aedcf1..7ac2fd9 100644
--- a/docs/_build/html/test_autotranscript.html
+++ b/docs/_build/html/test_autotranscript.html
@@ -60,7 +60,6 @@
 <li class="toctree-l1 current"><a class="reference internal" href="modules.html">autotranscript</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="app.html">app module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="autotranscript.html">autotranscript package</a></li>
-<li class="toctree-l2"><a class="reference internal" href="gradio_app.html">gradio_app module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="setup.html">setup module</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">test_autotranscript module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="transcribe.html">transcribe module</a></li>
diff --git a/docs/_build/html/transcribe.html b/docs/_build/html/transcribe.html
index 2d979f2..29baf90 100644
--- a/docs/_build/html/transcribe.html
+++ b/docs/_build/html/transcribe.html
@@ -59,7 +59,6 @@
 <li class="toctree-l1 current"><a class="reference internal" href="modules.html">autotranscript</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="app.html">app module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="autotranscript.html">autotranscript package</a></li>
-<li class="toctree-l2"><a class="reference internal" href="gradio_app.html">gradio_app module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="setup.html">setup module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="test_autotranscript.html">test_autotranscript module</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">transcribe module</a></li>
diff --git a/docs/autotranscript.app.rst b/docs/autotranscript.app.rst
index ee68a6f..16b4b88 100644
--- a/docs/autotranscript.app.rst
+++ b/docs/autotranscript.app.rst
@@ -4,6 +4,14 @@ autotranscript.app package
 Submodules
 ----------
 
+autotranscript.app.gradio\_app module
+-------------------------------------
+
+.. automodule:: autotranscript.app.gradio_app
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 autotranscript.app.qtfaststart module
 -------------------------------------
 
diff --git a/docs/autotranscript.rst b/docs/autotranscript.rst
index 5ba3195..f220d9a 100644
--- a/docs/autotranscript.rst
+++ b/docs/autotranscript.rst
@@ -28,6 +28,14 @@ autotranscript.autotranscript module
    :undoc-members:
    :show-inheritance:
 
+autotranscript.cli module
+-------------------------
+
+.. automodule:: autotranscript.cli
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 autotranscript.diarisation module
 ---------------------------------
 
diff --git a/docs/conf.py b/docs/conf.py
index 61d9ec0..2b5e8af 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -25,7 +25,7 @@ author = 'Jacob Schmieder'
 # -- General configuration ---------------------------------------------------
 
 # Mock unavailable library modules
-autodoc_mock_imports = ["dash", "torch", "pytest", "numpy", "tqdm", "pyannote", "yaml", "whisper"]
+autodoc_mock_imports = ["dash", "torch", "pytest", "numpy", "tqdm", "pyannote", "yaml", "whisper", "gradio"]
 
 # Add any Sphinx extension module names here, as strings. They can be
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
diff --git a/docs/gradio_app.rst b/docs/gradio_app.rst
deleted file mode 100644
index bafaed0..0000000
--- a/docs/gradio_app.rst
+++ /dev/null
@@ -1,7 +0,0 @@
-gradio\_app module
-==================
-
-.. automodule:: gradio_app
-   :members:
-   :undoc-members:
-   :show-inheritance:
diff --git a/docs/index.rst b/docs/index.rst
index 0033a97..924ab4d 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -1,14 +1,14 @@
-.. AutoTranscript documentation master file, created by
-   sphinx-quickstart on Thu Aug 31 08:17:31 2023.
+.. ScrAIbe documentation master file, created by
+   sphinx-quickstart on Mon Sep 18 18:17:08 2023.
    You can adapt this file completely to your liking, but it should at least
    contain the root `toctree` directive.
 
-Welcome to AutoTranscript's documentation!
-==========================================
+Welcome to ScrAIbe's documentation!
+===================================
 
-`AutoTranscript`: Fully Automated Transcription using AI 
+`ScrAIbe` is a state-of-the-art,  PyTorch based multilingual speech-to-text framework to generate fully automated transcriptions. 
 
-`AutoTranscript` is a PyTorch based interface speech-to-text tool to generate fully automated transcriptions. AutoTranscript uses AI models containing speaker diarization models:
+Beyond transcription, ScrAIbe supports advanced functions, such as speaker diarization and speaker recognition.
 
 
 .. toctree::
@@ -19,9 +19,3 @@ Welcome to AutoTranscript's documentation!
 
 
 
-Indices and tables
-==================
-
-* :ref:`genindex`
-* :ref:`modindex`
-* :ref:`search`
diff --git a/docs/modules.rst b/docs/modules.rst
index b1fd70c..f715b46 100644
--- a/docs/modules.rst
+++ b/docs/modules.rst
@@ -6,7 +6,6 @@ autotranscript
 
    app
    autotranscript
-   gradio_app
    setup
    test_autotranscript
    transcribe