Jupyter Notebook speech-recognition

Open-source Jupyter Notebook projects categorized as speech-recognition
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Topics: speech-to-text Speech Deep Learning speech-synthesis Asr
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Top 10 Jupyter Notebook speech-recognition Projects

  • DeepLearningExamples

    State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

  • vosk-api

    Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

    • Project mention: VOSK Offline Speech Recognition API | news.ycombinator.com | 2024-04-13

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • silero-models

    Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

    • Project mention: Weird A.I. Yankovic, a cursed deep dive into the world of voice cloning | news.ycombinator.com | 2023-10-02

    I doubt it's currently actually "the best open source text to speech", but the answer I came up with when throwing a couple of hours at the problem some months ago was "Silero" [0, 1].

    Following the "standalone" guide [2], it was pretty trivial to make the model render my sample text in about 100 English "voices" (many of which were similar to each other, and in varying quality). Sampling those, I got about 10 that were pretty "good". And maybe 6 that were the "best ones" (pretty natural, not annoying to listen to).

    IIRC the license was free for noncommercial use only. I'm not sure exactly "how open source" they are, but it was simple to install the dependencies and write the basic Python to try it out; I had to write a for loop to try all the voices like I wanted. I ended using something else for the project for other reasons, but this could still be fairly good backup option for some use cases IMO.

      [0] https://github.com/snakers4/silero-models#text-to-speech

  • whisper-diarization

    Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper

    • Project mention: MacWhisper: Transcribe audio files on your Mac | news.ycombinator.com | 2023-08-23

    https://github.com/MahmoudAshraf97/whisper-diarization

    This project has been alright for transcribing audio with speaker diarization. A big finicky. The OpenAI model is better than other paid products(Descript, Riverside) so I’m looking forward to trying MacWhisper.

  • Speech-Backbones

    This is the main repository of open-sourced speech technology by Huawei Noah's Ark Lab.

  • whisper-youtube

    🔉 Youtube Videos Transcription with OpenAI's Whisper

    • Project mention: Magyar Youtube feliratozo v.1.1 (ingyenes colab) | /r/hungary | 2023-05-03

    Source: https://colab.research.google.com/github/ArthurFDLR/whisper-youtube/blob/main/whisper_youtube.ipynb

  • soxan

    Wav2Vec for speech recognition, classification, and audio classification

  • 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.

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  • vid2cleantxt

    Python API & command-line tool to easily transcribe speech-based video files into clean text

  • Multimodal

    Listen. Write. Speak. Read. Think. (by kritiksoman)

  • Bangla-Spoken-Number-Recognition

    recognizing spoken Bangla numbers using MFCCs and CNN.

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). The latest post mention was on 2024-04-13.

Jupyter Notebook speech-recognition related posts

Index

What are some of the best open-source speech-recognition projects in Jupyter Notebook? This list will help you:

Project Stars
1 DeepLearningExamples 12,576
2 vosk-api 6,993
3 silero-models 4,517
4 whisper-diarization 1,949
5 Speech-Backbones 521
6 whisper-youtube 315
7 soxan 218
8 vid2cleantxt 156
9 Multimodal 8
10 Bangla-Spoken-Number-Recognition 3

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