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Dockerfile.cpu

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+FROM python:3.9
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+        ffmpeg
+
+RUN python3 -m pip install --upgrade pip
+
+# Python installation
+WORKDIR /usr/src/app
+
+# Force CPU versions of torch
+RUN pip3 install \
+    torch==1.13.1+cpu \
+    torchaudio==0.13.1+cpu \
+    -f https://download.pytorch.org/whl/torch_stable.html
+
+# Note: First installing the python requirements permits to save time when re-building after a source change.
+COPY requirements.txt /usr/src/app/requirements.txt
+RUN cd /usr/src/app/ && pip3 install -r requirements.txt
+
+# Copy source
+COPY setup.py /usr/src/app/setup.py
+COPY whisper_timestamped /usr/src/app/whisper_timestamped
+
+# Install
+RUN cd /usr/src/app/ && pip3 install ".[dev]"
+
+# Cleanup
+RUN rm -R /usr/src/app/requirements.txt /usr/src/app/setup.py /usr/src/app/whisper_timestamped
+
+# Copy tests
+COPY tests /usr/src/app/tests
+
+ENTRYPOINT ["/bin/bash"]

LICENCE

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+                       Version 3, 19 November 2007
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+versions of the GNU Affero General Public License can be used, that proxy's
+public statement of acceptance of a version permanently authorizes you
+to choose that version for the Program.
+
+  Later license versions may give you additional or different
+permissions.  However, no additional obligations are imposed on any
+author or copyright holder as a result of your choosing to follow a
+later version.
+
+  15. Disclaimer of Warranty.
+
+  THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
+APPLICABLE LAW.  EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
+HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
+OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
+THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
+PURPOSE.  THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
+IS WITH YOU.  SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
+ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
+
+  16. Limitation of Liability.
+
+  IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
+WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
+THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
+GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
+USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
+DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
+PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
+EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
+SUCH DAMAGES.
+
+  17. Interpretation of Sections 15 and 16.
+
+  If the disclaimer of warranty and limitation of liability provided
+above cannot be given local legal effect according to their terms,
+reviewing courts shall apply local law that most closely approximates
+an absolute waiver of all civil liability in connection with the
+Program, unless a warranty or assumption of liability accompanies a
+copy of the Program in return for a fee.
+
+                     END OF TERMS AND CONDITIONS
+
+            How to Apply These Terms to Your New Programs
+
+  If you develop a new program, and you want it to be of the greatest
+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these terms.
+
+  To do so, attach the following notices to the program.  It is safest
+to attach them to the start of each source file to most effectively
+state the exclusion of warranty; and each file should have at least
+the "copyright" line and a pointer to where the full notice is found.
+
+    <one line to give the program's name and a brief idea of what it does.>
+    Copyright (C) <year>  <name of author>
+
+    This program is free software: you can redistribute it and/or modify
+    it under the terms of the GNU Affero General Public License as published
+    by the Free Software Foundation, either version 3 of the License, or
+    (at your option) any later version.
+
+    This program is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU Affero General Public License for more details.
+
+    You should have received a copy of the GNU Affero General Public License
+    along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Also add information on how to contact you by electronic and paper mail.
+
+  If your software can interact with users remotely through a computer
+network, you should also make sure that it provides a way for users to
+get its source.  For example, if your program is a web application, its
+interface could display a "Source" link that leads users to an archive
+of the code.  There are many ways you could offer source, and different
+solutions will be better for different programs; see section 13 for the
+specific requirements.
+
+  You should also get your employer (if you work as a programmer) or school,
+if any, to sign a "copyright disclaimer" for the program, if necessary.
+For more information on this, and how to apply and follow the GNU AGPL, see
+<https://www.gnu.org/licenses/>.

requirements.txt

@@ -0,0 +1,3 @@
+Cython
+dtw-python
+openai-whisper

setup.py

@@ -0,0 +1,58 @@
+import os
+
+from setuptools import setup, find_packages
+
+install_requires = [
+    "Cython",
+    "dtw-python",
+    "openai-whisper",
+]
+
+required_packages_filename = os.path.join(os.path.dirname(__file__), "requirements.txt")
+if os.path.exists(required_packages_filename):
+    install_requires2 = [l.strip() for l in open(required_packages_filename).readlines()]
+    assert install_requires == install_requires2, f"requirements.txt is not up-to-date: {install_requires} != {install_requires2}"
+
+version = None
+license = None
+with open(os.path.join(os.path.dirname(__file__), "whisper_timestamped", "transcribe.py")) as f:
+    for line in f:
+        if line.strip().startswith("__version__"):
+            version = line.split("=")[1].strip().strip("\"'")
+            if version and license:
+                break
+        if line.strip().startswith("__license__"):
+            license = line.split("=")[1].strip().strip("\"'")
+            if version and license:
+                break
+assert version and license
+
+description="Multi-lingual Automatic Speech Recognition (ASR) based on Whisper models, with accurate word timestamps, access to language detection confidence, several options for Voice Activity Detection (VAD), and more."
+
+setup(
+    name="whisper-timestamped",
+    py_modules=["whisper_timestamped"],
+    version=version,
+    description=description,
+    long_description=description+"\nSee https://github.com/linto-ai/whisper-timestamped for more information.",
+    long_description_content_type='text/markdown',
+    python_requires=">=3.7",
+    author="Jeronymous",
+    url="https://github.com/linto-ai/whisper-timestamped",
+    license=license,
+    packages=find_packages(exclude=["tests*"]),
+    install_requires=install_requires,
+    entry_points = {
+        'console_scripts': [
+            'whisper_timestamped=whisper_timestamped.transcribe:cli',
+            'whisper_timestamped_make_subtitles=whisper_timestamped.make_subtitles:cli'
+        ],
+    },
+    include_package_data=True,
+    extras_require={
+        'dev': ['matplotlib', 'transformers'],
+        'vad_silero': ['onnxruntime', 'torchaudio'],
+        'vad_auditok': ['auditok'],
+        'test': ['jsonschema'],
+    },
+)

tests/__init__.py

@@ -0,0 +1 @@
+

tests/data/no_punctuations.mp3.words.json

@@ -0,0 +1,68 @@
+{
+  "text": " Dis-moi, est-ce que l'avion vole?",
+  "segments": [
+    {
+      "id": 0,
+      "seek": 0,
+      "start": 0.4,
+      "end": 2.34,
+      "text": " Dis-moi, est-ce que l'avion vole?",
+      "tokens": [
+        50364,
+        4208,
+        12,
+        29292,
+        11,
+        871,
+        12,
+        384,
+        631,
+        287,
+        6,
+        706,
+        313,
+        49877,
+        2506,
+        50494
+      ],
+      "temperature": 0.0,
+      "avg_logprob": -0.3014036907869227,
+      "compression_ratio": 0.8048780487804879,
+      "no_speech_prob": 0.05134102329611778,
+      "confidence": 0.925,
+      "words": [
+        {
+          "text": "Dis-moi",
+          "start": 0.4,
+          "end": 1.36,
+          "confidence": 0.801
+        },
+        {
+          "text": "est-ce",
+          "start": 1.36,
+          "end": 1.52,
+          "confidence": 0.966
+        },
+        {
+          "text": "que",
+          "start": 1.52,
+          "end": 1.64,
+          "confidence": 0.977
+        },
+        {
+          "text": "l'avion",
+          "start": 1.64,
+          "end": 2.02,
+          "confidence": 0.994
+        },
+        {
+          "text": "vole",
+          "start": 2.02,
+          "end": 2.34,
+          "confidence": 0.891
+        }
+      ]
+    }
+  ],
+  "language": "fr"
+}

tests/data/yes_punctuations.mp3.words.json

@@ -0,0 +1,68 @@
+{
+  "text": " Dis-moi, est-ce que l'avion vole?",
+  "segments": [
+    {
+      "id": 0,
+      "seek": 0,
+      "start": 0.4,
+      "end": 2.34,
+      "text": " Dis-moi, est-ce que l'avion vole?",
+      "tokens": [
+        50364,
+        4208,
+        12,
+        29292,
+        11,
+        871,
+        12,
+        384,
+        631,
+        287,
+        6,
+        706,
+        313,
+        49877,
+        2506,
+        50494
+      ],
+      "temperature": 0.0,
+      "avg_logprob": -0.3014036907869227,
+      "compression_ratio": 0.8048780487804879,
+      "no_speech_prob": 0.05134102329611778,
+      "confidence": 0.925,
+      "words": [
+        {
+          "text": "Dis-moi,",
+          "start": 0.4,
+          "end": 1.36,
+          "confidence": 0.801
+        },
+        {
+          "text": "est-ce",
+          "start": 1.36,
+          "end": 1.52,
+          "confidence": 0.966
+        },
+        {
+          "text": "que",
+          "start": 1.52,
+          "end": 1.64,
+          "confidence": 0.977
+        },
+        {
+          "text": "l'avion",
+          "start": 1.64,
+          "end": 2.02,
+          "confidence": 0.994
+        },
+        {
+          "text": "vole?",
+          "start": 2.02,
+          "end": 2.34,
+          "confidence": 0.891
+        }
+      ]
+    }
+  ],
+  "language": "fr"
+}

tests/expected/corner_cases.cpu/accurate.tiny_apollo11.mp3.words.json

@@ -0,0 +1,1481 @@
+{
+  "text": " I'm all around my business and we gotta eat recommendations for you on your door to the VA We have 18A's I'm all around my business and I'm all around my business and I'm all around my business I got a little bit of a problem with that, and you want to have the advice down My goal is to reach these things, not to reach out to them and they're out of the bag And I can't see anything else, I don't want to hear anything else I'm at the least, I'm not making the tag I can't see anything else Yeah, I'm taking a heavy out of the bag We're on the highway, we're on the highway, we're on the highway We're on the highway, we're on the highway We want to hear that, this is the case, we know we can't get that much of our business So I guess we'll be somewhere in our place, but it's not over Okay, it's not over, it's not over, it's not over",
+  "segments": [
+    {
+      "id": 0,
+      "seek": 0,
+      "start": 0.6,
+      "end": 5.28,
+      "text": " I'm all around my business and we gotta eat recommendations for you on your door to the VA",
+      "tokens": [
+        286,
+        478,
+        439,
+        926,
+        452,
+        1606,
+        293,
+        321,
+        3428,
+        1862,
+        10434,
+        337,
+        291,
+        322,
+        428,
+        2853,
+        281,
+        264,
+        18527
+      ],
+      "temperature": 0.0,
+      "avg_logprob": -0.4247800021701389,
+      "compression_ratio": 6.281818181818182,
+      "no_speech_prob": 0.3518604338169098,
+      "confidence": 0.27,
+      "words": [
+        {
+          "text": "I'm",
+          "start": 0.6,
+          "end": 0.74,
+          "confidence": 0.168
+        },
+        {
+          "text": "all",
+          "start": 0.74,
+          "end": 1.02,
+          "confidence": 0.083
+        },
+        {
+          "text": "around",
+          "start": 1.02,
+          "end": 1.24,
+          "confidence": 0.103
+        },
+        {
+          "text": "my",
+          "start": 1.24,
+          "end": 1.42,
+          "confidence": 0.129
+        },
+        {
+          "text": "business",
+          "start": 1.42,
+          "end": 1.62,
+          "confidence": 0.339
+        },
+        {
+          "text": "and",
+          "start": 1.62,
+          "end": 1.9,
+          "confidence": 0.613
+        },
+        {
+          "text": "we",
+          "start": 1.9,
+          "end": 1.98,
+          "confidence": 0.938
+        },
+        {
+          "text": "gotta",
+          "start": 1.98,
+          "end": 2.16,
+          "confidence": 0.402
+        },
+        {
+          "text": "eat",
+          "start": 2.16,
+          "end": 2.38,
+          "confidence": 0.246
+        },
+        {
+          "text": "recommendations",
+          "start": 2.38,
+          "end": 2.84,
+          "confidence": 0.111
+        },
+        {
+          "text": "for",
+          "start": 2.84,
+          "end": 3.48,
+          "confidence": 0.236
+        },
+        {
+          "text": "you",
+          "start": 3.48,
+          "end": 3.62,
+          "confidence": 0.95
+        },
+        {
+          "text": "on",
+          "start": 3.62,
+          "end": 3.82,
+          "confidence": 0.774
+        },
+        {
+          "text": "your",
+          "start": 3.82,
+          "end": 4.36,
+          "confidence": 0.598
+        },
+        {
+          "text": "door",
+          "start": 4.36,
+          "end": 4.62,
+          "confidence": 0.113
+        },
+        {
+          "text": "to",
+          "start": 4.62,
+          "end": 4.84,
+          "confidence": 0.194
+        },
+        {
+          "text": "the",
+          "start": 4.84,
+          "end": 4.9,
+          "confidence": 0.457
+        },
+        {
+          "text": "VA",
+          "start": 4.9,
+          "end": 5.28,
+          "confidence": 0.23
+        }
+      ]
+    },
+    {
+      "id": 1,
+      "seek": 0,
+      "start": 5.28,
+      "end": 6.82,
+      "text": " We have 18A's",
+      "tokens": [
+        492,
+        362,
+        2443,
+        32,
+        311
+      ],
+      "temperature": 0.0,
+      "avg_logprob": -0.4247800021701389,
+      "compression_ratio": 6.281818181818182,
+      "no_speech_prob": 0.3518604338169098,
+      "confidence": 0.189,
+      "words": [
+        {
+          "text": "We",
+          "start": 5.28,
+          "end": 5.6,
+          "confidence": 0.056
+        },
+        {
+          "text": "have",
+          "start": 5.6,
+          "end": 5.72,
+          "confidence": 0.61
+        },
+        {
+          "text": "18A's",
+          "start": 5.72,
+          "end": 6.82,
+          "confidence": 0.191
+        }
+      ]
+    },
+    {
+      "id": 2,
+      "seek": 700,
+      "start": 7.02,
+      "end": 24.14,
+      "text": " I'm all around my business and I'm all around my business and I'm all around my business",
+      "tokens": [
+        286,
+        478,
+        439,
+        926,
+        452,
+        1606,
+        293,
+        286,
+        478,
+        439,
+        926,
+        452,
+        1606,
+        293,
+        286,
+        478,
+        439,
+        926,
+        452,
+        1606
+      ],
+      "temperature": 0.0,
+      "avg_logprob": -0.8006511529286703,
+      "compression_ratio": 2.1463414634146343,
+      "no_speech_prob": 0.1812065988779068,
+      "confidence": 0.476,
+      "words": [
+        {
+          "text": "I'm",
+          "start": 7.02,
+          "end": 11.1,
+          "confidence": 0.124
+        },
+        {
+          "text": "all",
+          "start": 11.1,
+          "end": 13.62,
+          "confidence": 0.143
+        },
+        {
+          "text": "around",
+          "start": 13.62,
+          "end": 13.66,
+          "confidence": 0.517
+        },
+        {
+          "text": "my",
+          "start": 13.66,
+          "end": 13.7,
+          "confidence": 0.294
+        },
+        {
+          "text": "business",
+          "start": 13.7,
+          "end": 13.74,
+          "confidence": 0.931
+        },
+        {
+          "text": "and",
+          "start": 13.74,
+          "end": 14.08,
+          "confidence": 0.249
+        },
+        {
+          "text": "I'm",
+          "start": 14.08,
+          "end": 14.48,
+          "confidence": 0.379
+        },
+        {
+          "text": "all",
+          "start": 14.48,
+          "end": 14.68,
+          "confidence": 0.368
+        },
+        {
+          "text": "around",
+          "start": 14.68,
+          "end": 14.72,
+          "confidence": 0.892
+        },
+        {
+          "text": "my",
+          "start": 14.72,
+          "end": 14.76,
+          "confidence": 0.743
+        },
+        {
+          "text": "business",
+          "start": 14.76,
+          "end": 14.8,
+          "confidence": 0.981
+        },
+        {
+          "text": "and",
+          "start": 14.8,
+          "end": 15.04,
+          "confidence": 0.391
+        },
+        {
+          "text": "I'm",
+          "start": 15.04,
+          "end": 16.06,
+          "confidence": 0.861
+        },
+        {
+          "text": "all",
+          "start": 16.06,
+          "end": 16.12,
+          "confidence": 0.674
+        },
+        {
+          "text": "around",
+          "start": 16.12,
+          "end": 16.8,
+          "confidence": 0.932
+        },
+        {
+          "text": "my",
+          "start": 16.8,
+          "end": 21.82,
+          "confidence": 0.765
+        },
+        {
+          "text": "business",
+          "start": 21.82,
+          "end": 24.14,
+          "confidence": 0.977
+        }
+      ]
+    },
+    {
+      "id": 3,
+      "seek": 3100,
+      "start": 31.24,
+      "end": 36.52,
+      "text": " I got a little bit of a problem with that, and you want to have the advice down",
+      "tokens": [
+        286,
+        658,
+        257,
+        707,
+        857,
+        295,
+        257,
+        1154,
+        365,
+        300,
+        11,
+        293,
+        291,
+        528,
+        281,
+        362,
+        264,
+        5192,
+        760
+      ],
+      "temperature": 0.0,
+      "avg_logprob": -1.0431414517489346,
+      "compression_ratio": 1.8074866310160427,
+      "no_speech_prob": 0.09527108818292618,
+      "confidence": 0.336,
+      "words": [
+        {
+          "text": "I",
+          "start": 31.24,
+          "end": 31.66,
+          "confidence": 0.447
+        },
+        {
+          "text": "got",
+          "start": 31.66,
+          "end": 31.96,
+          "confidence": 0.219
+        },
+        {
+          "text": "a",
+          "start": 31.96,
+          "end": 33.32,
+          "confidence": 0.159
+        },
+        {
+          "text": "little",
+          "start": 33.32,
+          "end": 33.52,
+          "confidence": 0.104
+        },
+        {
+          "text": "bit",
+          "start": 33.52,
+          "end": 33.74,
+          "confidence": 0.919
+        },
+        {
+          "text": "of",
+          "start": 33.74,
+          "end": 33.86,
+          "confidence": 0.903
+        },
+        {
+          "text": "a",
+          "start": 33.86,
+          "end": 33.94,
+          "confidence": 0.347
+        },
+        {
+          "text": "problem",
+          "start": 33.94,
+          "end": 34.12,
+          "confidence": 0.226
+        },
+        {
+          "text": "with",
+          "start": 34.12,
+          "end": 34.38,
+          "confidence": 0.395
+        },
+        {
+          "text": "that,",
+          "start": 34.38,
+          "end": 34.52,
+          "confidence": 0.175
+        },
+        {
+          "text": "and",
+          "start": 34.52,
+          "end": 34.58,
+          "confidence": 0.331
+        },
+        {
+          "text": "you",
+          "start": 34.58,
+          "end": 34.7,
+          "confidence": 0.511
+        },
+        {
+          "text": "want",
+          "start": 34.7,
+          "end": 35.0,
+          "confidence": 0.533
+        },
+        {
+          "text": "to",
+          "start": 35.0,
+          "end": 35.06,
+          "confidence": 0.568
+        },
+        {
+          "text": "have",
+          "start": 35.06,
+          "end": 35.36,
+          "confidence": 0.857
+        },
+        {
+          "text": "the",
+          "start": 35.36,
+          "end": 35.52,
+          "confidence": 0.519
+        },
+        {
+          "text": "advice",
+          "start": 35.52,
+          "end": 35.88,
+          "confidence": 0.077
+        },
+        {
+          "text": "down",
+          "start": 35.88,
+          "end": 36.52,
+          "confidence": 0.231
+        }
+      ]
+    },
+    {
+      "id": 4,
+      "seek": 3100,
+      "start": 37.68,
+      "end": 41.92,
+      "text": " My goal is to reach these things, not to reach out to them and they're out of the bag",
+      "tokens": [
+        1222,
+        3387,
+        307,
+        281,
+        2524,
+        613,
+        721,
+        11,
+        406,
+        281,
+        2524,
+        484,
+        281,
+        552,
+        293,
+        436,
+        434,
+        484,
+        295,
+        264,
+        3411
+      ],
+      "temperature": 0.0,
+      "avg_logprob": -1.0431414517489346,
+      "compression_ratio": 1.8074866310160427,
+      "no_speech_prob": 0.09527108818292618,
+      "confidence": 0.312,
+      "words": [
+        {
+          "text": "My",
+          "start": 37.68,
+          "end": 38.04,
+          "confidence": 0.443
+        },
+        {
+          "text": "goal",
+          "start": 38.04,
+          "end": 38.14,
+          "confidence": 0.106
+        },
+        {
+          "text": "is",
+          "start": 38.14,
+          "end": 38.34,
+          "confidence": 0.697
+        },
+        {
+          "text": "to",
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+}

tests/expected/corner_cases.cpu/large_apollo11.mp3.words.json

@@ -0,0 +1,2212 @@
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+}

tests/expected/corner_cases.cpu/nocond.random_music.mp4.words.json

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tests/expected/corner_cases.cpu/nocond_music.mp4.words.json

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tests/expected/corner_cases.cpu/random.nocond_apollo11.mp3.words.json

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tests/expected/corner_cases.cpu/random_apollo11.mp3.words.json

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+}

tests/expected/corner_cases/arabic.mp3.words.json

@@ -0,0 +1,393 @@
+{
+  "text": " حبّي أنصار الهدى حبّي ركب الفدا وطلّبي سأر الشاهد وطلّبي سأر الشاهد لمتى سنضل رقودا نغرق في النوم ونشخر وعن الآذان نسمّه ونغمّض كي لا نمسر",
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+  ],
+  "language": "Arabic"
+}

tests/expected/corner_cases/issue24_empty.wav.words.json

@@ -0,0 +1,992 @@
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+}

tests/expected/corner_cases/large-v2.accurate_gloria.mp3.words.json

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+}

tests/expected/corner_cases/large-v2.efficient_gloria.mp3.words.json

@@ -0,0 +1,564 @@
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+}

tests/expected/corner_cases/large_apollo11.mp3.words.json

@@ -0,0 +1,1208 @@
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+}

tests/expected/corner_cases/medium.accurate_gloria.mp3.words.json

@@ -0,0 +1,544 @@
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+}

tests/expected/corner_cases/medium.efficient_gloria.mp3.words.json

@@ -0,0 +1,538 @@
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tests/expected/corner_cases/nocond.random_music.mp4.words.json

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+}

tests/expected/corner_cases/nocond_music.mp4.words.json

@@ -0,0 +1,2750 @@
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+}

tests/expected/corner_cases/random.nocond_apollo11.mp3.words.json

@@ -0,0 +1,2003 @@
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+}

tests/expected/corner_cases/random_apollo11.mp3.words.json

@@ -0,0 +1,1812 @@
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+}

tests/expected/corner_cases/stucked_lm_apollo11.mp3.words.json

@@ -0,0 +1,3820 @@
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+}

tests/expected/medium_auto.cpu/empty.mp3.words.json

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tests/expected/medium_auto.cpu/radio_short.mp3.words.json

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+}

tests/expected/medium_auto/bonjour.wav.words.json

@@ -0,0 +1,133 @@
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