Python Asr

Open-source Python projects categorized as Asr

Top 23 Python Asr Projects

  • 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.

  • Project mention: Open Source Libraries | /r/AudioAI | 2023-10-02

    PaddlePaddle/PaddleSpeech

  • 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)

  • Project mention: [P] Making a TTS voice, HK-47 from Kotor using Tortoise (Ideally WaveRNN) | /r/MachineLearning | 2023-07-06

    I 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.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
  • whisperX

    WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

  • Project mention: Easy video transcription and subtitling with Whisper, FFmpeg, and Python | news.ycombinator.com | 2024-04-06

    It uses this, which does support diarization: https://github.com/m-bain/whisperX

  • speechbrain

    A PyTorch-based Speech Toolkit

  • Project mention: SpeechBrain 1.0: A free and open-source AI toolkit for all things speech | news.ycombinator.com | 2024-02-28
  • wenet

    Production First and Production Ready End-to-End Speech Recognition Toolkit

  • Project mention: Open Source Libraries | /r/AudioAI | 2023-10-02

    wenet-e2e/wenet

  • lingvo

    Lingvo

  • 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!

  • SaaSHub

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  • whisper-timestamped

    Multilingual Automatic Speech Recognition with word-level timestamps and confidence

  • Project mention: Show HN: AI Dub Tool I Made to Watch Foreign Language Videos with My 7-Year-Old | news.ycombinator.com | 2024-02-28

    Yes. 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

  • SincNet

    SincNet is a neural architecture for efficiently processing raw audio samples.

  • pykaldi

    A Python wrapper for Kaldi

  • vosk-server

    WebSocket, gRPC and WebRTC speech recognition server based on Vosk and Kaldi libraries

  • 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.

  • Project mention: Do you know any quality FastAPI starter projects? | /r/flask | 2023-10-10
  • whisper-standalone-win

    Whisper & Faster-Whisper standalone executables for those who don't want to bother with Python.

  • Project mention: Question : is this a movie only tracker? | /r/Karagarga | 2023-07-03

    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

  • AutoSub

    A CLI script to generate subtitle files (SRT/VTT/TXT) for any video using either DeepSpeech or Coqui (by abhirooptalasila)

  • cheetah

    On-device streaming speech-to-text engine powered by deep learning (by Picovoice)

  • pyannote-whisper

  • Project mention: Best Speech-to-text API with speaker diarization? | news.ycombinator.com | 2024-05-06
  • leopard

    On-device speech-to-text engine powered by deep learning

  • edgedict

    Working online speech recognition based on RNN Transducer. ( Trained model release available in release )

  • whisper-auto-transcribe

    Auto transcribe tool based on whisper

  • Project mention: Using Whisper to transcribe the entire Forensic Files series | /r/DataHoarder | 2023-06-04
  • deepgram-python-sdk

    Official Python SDK for Deepgram's automated speech recognition APIs.

  • spinorama

    A library to display and compare spinorama (speakers measurements) graphs.

  • 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.

  • geppetto

    GPT-Whisper-based Voice Assistant for Home Assistant (Experimental) (by moimart)

  • SaaSHub

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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

  • Best Speech-to-text API with speaker diarization?

    1 project | news.ycombinator.com | 6 May 2024
  • Easy video transcription and subtitling with Whisper, FFmpeg, and Python

    1 project | news.ycombinator.com | 6 Apr 2024
  • SOTA ASR Tooling: Long-Form Transcription

    1 project | news.ycombinator.com | 31 Mar 2024
  • Deploying whisperX on AWS SageMaker as Asynchronous Endpoint

    2 projects | dev.to | 31 Mar 2024
  • Show HN: AI Dub Tool I Made to Watch Foreign Language Videos with My 7-Year-Old

    1 project | news.ycombinator.com | 28 Feb 2024
  • Do you know any quality FastAPI starter projects?

    6 projects | /r/flask | 10 Oct 2023
  • Whisper.api: Open-source, self-hosted speech-to-text with fast transcription

    1 project | /r/patient_hackernews | 26 Aug 2023
  • A note from our sponsor - SaaSHub
    www.saashub.com | 29 May 2024
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Index

What are some of the best open-source Asr projects in Python? This list will help you:

Project Stars
1 PaddleSpeech 10,318
2 NeMo 10,268
3 whisperX 9,391
4 speechbrain 8,013
5 wenet 3,757
6 lingvo 2,787
7 youtube-transcript-api 2,402
8 whisper-timestamped 1,601
9 SincNet 1,097
10 pykaldi 980
11 vosk-server 853
12 whisper.api 844
13 whisper-standalone-win 866
14 AutoSub 561
15 cheetah 560
16 pyannote-whisper 431
17 leopard 411
18 edgedict 283
19 whisper-auto-transcribe 195
20 deepgram-python-sdk 164
21 spinorama 98
22 voice100 25
23 geppetto 21

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