Jupyter Notebook Speech

Open-source Jupyter Notebook projects categorized as Speech
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Topics: Python NLP Pytorch Deep Learning speech-to-text
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Top 10 Jupyter Notebook Speech Projects

  • Grounded-Segment-Anything

    Grounded-SAM: Marrying Grounding-DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

    • Project mention: Tooling for bulk image data set manipulation? | /r/computervision | 2023-06-27

  • TTS

    :robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts) (by mozilla)

    • Project mention: Coqui.ai Is Shutting Down | news.ycombinator.com | 2024-01-03

    Coqui-ai was a commercial continuation of Mozilla TTS and STT (https://github.com/mozilla/TTS).

    At the time (2018-ish), it was really impressive for on-device voice synthesis (with a quality approaching the Google and Azure cloud-based voice synthesis options) and open source, so a lot of people in the FOSS community were hoping it could be used for a privacy-respecting home assistant, Linux speech synthesis that doesn't suck, etc.

    After Mozilla abandoned the project, Coqui continued development and had some really impressive one-shot voice cloning, but pivoted to marketing speech synthesis for game developers. They were probably having trouble monetizing it, and it doesn't surprise me that they shut down.

    An equivalent project that's still in active development and doing really well is Piper TTS (https://github.com/rhasspy/piper).

  • 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.

  • Amazing-Python-Scripts

    🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

  • Deep-Learning-Experiments

    Videos, notes and experiments to understand deep learning (by roatienza)

  • sudo_rm_rf

    Code for SuDoRm-Rf networks for efficient audio source separation. SuDoRm-Rf stands for SUccessive DOwnsampling and Resampling of Multi-Resolution Features which enables a more efficient way of separating sources from mixtures.

  • 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

  • nlp-class

    A Natural Language Processing course taught by Professor Ghassemi

  • text-analysis-speeches-amlo

    Text analysis of the speeches, conferences and interviews of the current president of Mexico

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).

Jupyter Notebook Speech related posts

Index

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

Project Stars
1 Grounded-Segment-Anything 13,412
2 TTS 8,784
3 silero-models 4,534
4 whisper-diarization 1,985
5 Amazing-Python-Scripts 1,945
6 Deep-Learning-Experiments 1,081
7 sudo_rm_rf 298
8 vid2cleantxt 156
9 nlp-class 152
10 text-analysis-speeches-amlo 8

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