Python speech-processing

Open-source Python projects categorized as speech-processing
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Topics: Pytorch Deep Learning speech-recognition speech-enhancement Python
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Top 12 Python speech-processing Projects

  • 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

  • torchscale

    Foundation Architecture for (M)LLMs

    • Project mention: Retentive Network: A Successor to Transformer Implemented in PyTorch | news.ycombinator.com | 2023-07-24

    A retnet commit has now appeared in Microsoft's torchscale repo:

    https://github.com/microsoft/torchscale/commit/bf65397b26469...

  • 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

  • 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.

  • voicefixer

    General Speech Restoration

    • Project mention: Linux Audio Noise suppression using deep filtering in Rust | news.ycombinator.com | 2023-06-06

  • resemble-enhance

    AI powered speech denoising and enhancement

    • Project mention: Ask HN: Who is hiring? (February 2024) | news.ycombinator.com | 2024-02-01

    Resemble AI | San Francisco Bay Area (office in Santa Clara, CA) | Full-Time | Full-Stack Engineer, Frontend Engineer, Product Designer

    Resemble AI creates high-quality synthetic voices that capture human emotion. We're a venture-backed high-growth startup that's looking to shake up an entire industry with state of the art AI. Our product changes the way that thousands of brands, media companies, creative agencies, and game studios create speech content. We believe that to build an enticing product and solid team is by encouraging innovation is by enabling continuous education. That's why every Friday is a day that you can use to work on anything you want, Resemble-related or not.

    Recently, we open sourced a state of the art speech enhancement model: https://github.com/resemble-ai/resemble-enhance

    We're hiring for three roles:

    Full Stack Engineer - Can you break the entire stack? You're the right person for this job. Work on our Rails app, with sprinkles of React, and Python for the deep learning. Everything is dockerized, and we use Kubernetes to deploy.

    Frontend Engineer - We're hiring a Frontend Engineer proficient in React, TypeScript, and Ruby on Rails to shape our user experience. Join our team to develop user-friendly interfaces and collaborate on building exceptional web experiences.

    Product Designer - As a Product Designer, you will lead the end-to-end design process, from concept to implementation, ensuring a seamless and delightful user experience. You will collaborate with cross-functional teams to define product vision, conduct user research, create visually compelling interfaces, and develop interactive prototypes.

    If interested, reach out directly to me: zohaib [at] resemble.ai

  • UniSpeech

    UniSpeech - Large Scale Self-Supervised Learning for Speech

  • 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.

    WorkOS logo

  • Wave-U-Net-for-Speech-Enhancement

    Implement Wave-U-Net by PyTorch, and migrate it to the speech enhancement.

  • 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

  • hifigan-denoiser

    HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks

  • NLP-Guide

    Natural Language Processing (NLP). Covering topics such as Tokenization, Part Of Speech tagging (POS), Machine translation, Named Entity Recognition (NER), Classification, and Sentiment analysis.

  • speech-emotion-recognition

    A program that uses neural networks to detect emotions from pre-recorded and real-time speech

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 2024-02-28.

Python speech-processing related posts

Index

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

Project Stars
1 speechbrain 7,836
2 torchscale 2,909
3 whisper-timestamped 1,481
4 SincNet 1,075
5 voicefixer 896
6 resemble-enhance 885
7 UniSpeech 387
8 Wave-U-Net-for-Speech-Enhancement 302
9 whisper-auto-transcribe 192
10 hifigan-denoiser 188
11 NLP-Guide 64
12 speech-emotion-recognition 17

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