Speech Recognition

Links

25 Years In Speech TechnologyMedium

• ​HN: Facebook open-sources a speech-recognition system and a machine learning library (2018)​

• ​Project DeepSpeech - Open source Speech-To-Text engine, using a model trained by machine learning techniques, based on Baidu's Deep Speech research paper.

• ​Online speech recognition with wav2letter@anywhere (2020)​

• ​wav2letter++ - Fast, open source speech processing toolkit from the Speech team at Facebook AI Research built to facilitate research in end-to-end models for speech recognition.

• ​Kaldi - Speech Recognition Toolkit.

• ​Building an end-to-end Speech Recognition model in PyTorch (HN)

• ​Real-Time Voice Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time.

• ​Kaldi Active Grammar - Python Kaldi speech recognition with grammars that can be set active/inactive dynamically at decode-time.

• ​SpecAugment with PyTorch - PyTorch Implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition.

• ​Dragonfly - Speech recognition framework for Python that makes it convenient to create custom commands to use with speech recognition software.

• ​Gentle - Robust yet lenient forced-aligner built on Kaldi. A tool for aligning speech with text.

• ​Porcupine - On-device wake word detection powered by deep learning.

• ​Eesen - End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding.

• ​Ask HN: Is there any work being done in speech-to-code with deep learning? (2020)​

• ​Silero Models - Pre-trained STT models and benchmarks made embarrassingly simple.

• ​High-quality pre-trained speech-to-text models now available on Torch Hub (HN)

• ​Wavenet For Speech Denoising - Neural network for end-to-end speech denoising, as described in: "A Wavenet For Speech Denoising".

• ​Vosk - Speech recognition toolkit with state-of-the-art accuracy and low latency in Rust.

• ​Voicegain - Speech-to-text Platform and APIs. Speech Recognition.

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