speech-language-processing  by edobashira

Curated speech and natural language processing resources

Created 11 years ago
2,211 stars

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Project Summary

This repository is a curated list of resources for speech and natural language processing. It serves as a comprehensive reference for researchers and developers in the field, offering a wide array of tools, libraries, and datasets. The primary benefit is a centralized, organized collection of valuable NLP and speech processing assets, saving users time in discovering relevant technologies.

How It Works

The repository is structured into various categories, including Finite State Toolkits, Language Modelling Toolkits, Speech Recognition, Signal Processing, Text-to-Speech, Speech Data, Machine Translation, Machine Learning, and Natural Language Processing. Each entry provides a brief description and a link to the resource, facilitating easy access and evaluation.

Quick Start & Requirements

This repository is a list of resources and does not have a direct installation or execution command. Users are expected to visit the provided links to access and utilize the individual tools and datasets. Requirements will vary significantly depending on the specific resource chosen from the list.

Highlighted Details

  • Extensive coverage of Finite State Toolkits, including OpenFst, SFST, and AT&T FSM Library.
  • Comprehensive listings for Language Modelling Toolkits such as KenLM, SRILM, and RNNLM.
  • A broad selection of Speech Recognition toolkits, prominently featuring Kaldi, CMU Sphinx, and HTK.
  • Includes resources for Machine Translation, Machine Learning, and core Natural Language Processing tasks.

Maintenance & Community

The repository is maintained by "edobashira" and is part of the "awesome" list ecosystem, indicating community curation. Contributions are welcomed via pull requests.

Licensing & Compatibility

The licensing information is not explicitly stated for the curated list itself. However, the individual resources linked within the repository will have their own licenses, which users must consult for compatibility and usage restrictions, especially for commercial purposes.

Limitations & Caveats

As a curated list, the repository's content is dependent on the maintenance and availability of the linked external resources. Some linked tools may be outdated, unmaintained, or have restrictive licenses not suitable for all use cases. The "Awesome" badge suggests community endorsement, but does not guarantee the quality or suitability of every listed item.

Health Check
Last Commit

6 years ago

Responsiveness

Inactive

Pull Requests (30d)
0
Issues (30d)
0
Star History
3 stars in the last 30 days

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