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All Projects → cyrta → awesome-speech-enhancement

cyrta / awesome-speech-enhancement

Licence: CC0-1.0 license
A curated list of awesome Speech Enhancement papers, libraries, datasets, and other resources.

Labels

awesomedeep-learningawesome-listspeech-processingnoise-reductiondenoisingspeech-separationspeech-enhancementspeech-denoisingdereverberation

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🗣️ Awesome Speech Enhancement 🎙 🔊 🎤 📱💻 💬

Awesome Speech Recognition Icon Contribution

Speech enhancement aims to improve speech quality by using various algorithms. The objective of enhancement is improvement in intelligibility and/or overall perceptual quality of degraded speech signal using audio signal processing techniques.

Enhancing of speech degraded by noise, or noise reduction, is the most important field of speech enhancement, and used for many applications such as mobile phones, VoIP, teleconferencing systems, speech recognition, and hearing aids.

image of speech enhancement

This is a collection of speech enhancement introduction, tips&tricks, methods, papers, books, software, and other resources.

Table of Content

Problems

  • Noise
  • Reverberation
  • Distortion

Methods

The algorithms of speech enhancement for noise reduction can be categorized into three fundamental classes: filtering techniques, spectral restoration, and model-based methods .

Publications / Papers

2019

2018

2018

Software

Books

Speech Data

Research Groups

Learning materials

Lectures

Tech Blog posts

Video tutorials

License

CC0

This project is licensed under the Creative Commons CC0 1.0 Universal (CC-0) License. See LICENSE for the full license text.

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].