Awesome Speech and Natural Language Processing

Category: Themed Directories
Slug: awesome-speech-and-natural-language-processing
Source: GitHub – edobashira/speech-language-processing
Brand: awesome-lists
Tags: nlp, speech-recognition, awesome-lists

Overview

Awesome Speech and Natural Language Processing is an “awesome-style” curated directory of resources covering speech technology and NLP. It aggregates tools, libraries, datasets, learning materials, and applications across multiple subdomains of speech and language processing.

Features

• Curated, Awesome-style list

  • Follows the popular "Awesome" list format for organizing high-quality, vetted resources.
  • Subcategories are listed in alphabetical order for easier navigation.

• Finite State Toolkits and Regular Expressions

  • Collection of toolkits for finite-state methods.
  • Includes resources that often overlap with machine translation tools and provide graph and semiring operations.

• Language Modelling Toolkits

  • Toolkits and libraries for building and experimenting with language models.

• Speech Recognition

  • Resources for automatic speech recognition (ASR) systems, libraries, and frameworks.

• Signal Processing

  • Tools and libraries for low-level audio and speech signal processing.

• Text-to-Speech (TTS)

  • Resources for converting text to synthetic speech, including engines and toolkits.

• Speech Data

  • Links to speech datasets and corpora used for training and evaluating speech systems.

• Machine Translation

  • Resources for MT systems, many of which also implement advanced graph and semiring operations.

• Machine Learning

  • General ML tools and libraries relevant to speech and language tasks.

• Deep Learning

  • Deep learning frameworks, models, and examples applied to speech and NLP.

• Natural Language Processing

  • Broad NLP resources: toolkits, frameworks, and libraries for text processing and understanding.

• Applications

  • Examples and references to end-user or research applications built on speech and NLP technologies.

• Other Tools

  • Miscellaneous utilities and tools that support speech and NLP workflows.

• Blogs

  • Curated list of blogs and online publications focused on speech and NLP.

• Books

  • References to books and long-form resources for deeper study of speech and natural language processing.

• Open contribution model

  • Contributions are accepted via pull requests, allowing the community to extend and update the list.

Pricing

• Not applicable – this is a free, open GitHub repository of curated resources.