Python speech-enhancement

Open-source Python projects categorized as speech-enhancement
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Topics: Pytorch speech-processing Deep Learning speech-recognition speech-synthesis
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Top 10 Python speech-enhancement Projects

  • espnet

    End-to-End Speech Processing Toolkit

    • Project mention: WhisperSpeech – An Open Source text-to-speech system built by inverting Whisper | news.ycombinator.com | 2024-01-17

    You might check out this list from espnet. They list the different corpuses they use to train their models sorted by language and task (ASR, TTS etc):

    https://github.com/espnet/espnet/blob/master/egs2/README.md

  • 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

  • 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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  • asteroid

    The PyTorch-based audio source separation toolkit for researchers

  • DeepFilterNet

    Noise supression using deep filtering

    • Project mention: Anyone know of a good TTS pipeline for raw speech data? | /r/AudioAI | 2023-10-03

    You mean remove background noise and transcribe? Then you can use DeepFilterNet to remove noise, and Whisper to transcribe.

  • 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

  • voicefixer

    General Speech Restoration

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

  • mayavoz

    Pytorch based speech enhancement toolkit.

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  • Wave-U-Net-for-Speech-Enhancement

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

  • Neural-Speech-Dereverberation

    Machine and Deep Learning models for speech dereverberation

  • 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.

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 speech-enhancement related posts

  • SpeechBrain 1.0: A free and open-source AI toolkit for all things speech

    1 project | news.ycombinator.com | 28 Feb 2024

  • Anyone know of a good TTS pipeline for raw speech data?

    2 projects | /r/AudioAI | 3 Oct 2023

  • DeepFilterNet: Noise supression using deep filtering

    1 project | /r/patient_hackernews | 7 Jun 2023

  • DeepFilterNet: Noise supression using deep filtering

    1 project | /r/hackernews | 7 Jun 2023

  • Linux Audio Noise suppression using deep filtering in Rust

    1 project | /r/hypeurls | 6 Jun 2023

  • [D] Training ASR model using SpeechBrain

    1 project | /r/MachineLearning | 5 Jun 2023

  • Specific Voice recognition

    1 project | /r/learnpython | 13 Jan 2023
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    www.saashub.com | 10 May 2024
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Index

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

Project Stars
1 espnet 7,916
2 speechbrain 7,914
3 asteroid 2,118
4 DeepFilterNet 1,952
5 resemble-enhance 931
6 voicefixer 917
7 mayavoz 317
8 Wave-U-Net-for-Speech-Enhancement 302
9 Neural-Speech-Dereverberation 92
10 NLP-Guide 66

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