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Top 23 Python Asr Projects
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PaddleSpeech
Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.
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NeMo
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
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youtube-transcript-api
This is a python API which allows you to get the transcript/subtitles for a given YouTube video. It also works for automatically generated subtitles and it does not require an API key nor a headless browser, like other selenium based solutions do!
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whisper-timestamped
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
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whisper.api
This project provides an API with user level access support to transcribe speech to text using a finetuned and processed Whisper ASR model.
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whisper-standalone-win
Whisper & Faster-Whisper standalone executables for those who don't want to bother with Python.
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AutoSub
A CLI script to generate subtitle files (SRT/VTT/TXT) for any video using either DeepSpeech or Coqui (by abhirooptalasila)
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edgedict
Working online speech recognition based on RNN Transducer. ( Trained model release available in release )
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voice100
Voice100 includes neural TTS/ASR models. Inference of Voice100 is low cost as its models are tiny and only depend on CNN without autoregression.
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PaddlePaddle/PaddleSpeech
Project mention: [P] Making a TTS voice, HK-47 from Kotor using Tortoise (Ideally WaveRNN) | /r/MachineLearning | 2023-07-06I don't test WaveRNN but from the ones that I know the best that is open source is FastPitch. And it's easy to use, here is the tutorial for voice cloning.
Project mention: Easy video transcription and subtitling with Whisper, FFmpeg, and Python | news.ycombinator.com | 2024-04-06It uses this, which does support diarization: https://github.com/m-bain/whisperX
Project mention: SpeechBrain 1.0: A free and open-source AI toolkit for all things speech | news.ycombinator.com | 2024-02-28
wenet-e2e/wenet
Project mention: Show HN: AI Dub Tool I Made to Watch Foreign Language Videos with My 7-Year-Old | news.ycombinator.com | 2024-02-28Yes. But Whisper's word-level timings are actually quite inaccurate out of the box. There are some Python libraries that mitigate that. I tested several of them. whisper-timestamped seems to be the best one. [0]
[0] https://github.com/linto-ai/whisper-timestamped
On the other hand, if you need subtitles for a movie that doesn't have some. There are some automated solutions like Whisper that can do a very decent job in most cases : https://github.com/Purfview/whisper-standalone-win
Project mention: Best Speech-to-text API with speaker diarization? | news.ycombinator.com | 2024-05-06
Project mention: Using Whisper to transcribe the entire Forensic Files series | /r/DataHoarder | 2023-06-04
Project mention: My first setup. I always played consols. Last year start building this and iam quite happy! Rate my setup ✌🏼 | /r/PcBuild | 2023-05-11
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Asr related posts
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Best Speech-to-text API with speaker diarization?
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Easy video transcription and subtitling with Whisper, FFmpeg, and Python
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SOTA ASR Tooling: Long-Form Transcription
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Deploying whisperX on AWS SageMaker as Asynchronous Endpoint
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Show HN: AI Dub Tool I Made to Watch Foreign Language Videos with My 7-Year-Old
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Do you know any quality FastAPI starter projects?
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Whisper.api: Open-source, self-hosted speech-to-text with fast transcription
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A note from our sponsor - InfluxDB
www.influxdata.com | 6 May 2024
Index
What are some of the best open-source Asr projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | PaddleSpeech | 10,186 |
| 2 | NeMo | 10,128 |
| 3 | whisperX | 9,064 |
| 4 | speechbrain | 7,914 |
| 5 | wenet | 3,699 |
| 6 | lingvo | 2,778 |
| 7 | youtube-transcript-api | 2,345 |
| 8 | whisper-timestamped | 1,513 |
| 9 | SincNet | 1,097 |
| 10 | pykaldi | 978 |
| 11 | vosk-server | 843 |
| 12 | whisper.api | 840 |
| 13 | whisper-standalone-win | 801 |
| 14 | AutoSub | 556 |
| 15 | cheetah | 555 |
| 16 | pyannote-whisper | 421 |
| 17 | leopard | 408 |
| 18 | edgedict | 283 |
| 19 | whisper-auto-transcribe | 195 |
| 20 | deepgram-python-sdk | 153 |
| 21 | spinorama | 93 |
| 22 | voice100 | 25 |
| 23 | geppetto | 21 |
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