speech-processing

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

Silero VAD: pre-trained enterprise-grade Voice Activity Detector

Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.

Reading list for research topics in multimodal machine learning

WaveNet vocoder

Controllable and fast Text-to-Speech for over 7000 languages!

Controllable Transcription. Verbatim ( every, filler, pause, stutter, vocal sound) , or intended ( what the speaker meant to say, optimized for readability) with word-level timestamps.

Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.

PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."

This is the main repository of open-sourced speech technology by Huawei Noah's Ark Lab.

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

Speech recognition toolkit for the arduino

Problem Agnostic Speech Encoder

A minimum unofficial implementation of the "A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement" (CRN) using PyTorch

Collection of EM algorithms for blind source separation of audio signals

Tracking the progress in non-autoregressive generation (translation, transcription, etc.)

This repository is a curated list of awesome Speech Keyword Spotting (Wake-Up Word Detection).

simple delaysum, MVDR and CGMM-MVDR

Phoneme Recognition using pre-trained models Wav2vec2, HuBERT and WavLM. Throughout this project, we compared specifically three different self-supervised models, Wav2vec (2019, 2020), HuBERT (2021) and WavLM (2022) pretrained on a corpus of English speech that we will use in various ways to perform phoneme recognition for different languages wi…

Implementation of Neural Voice Cloning with Few Samples Research Paper by Baidu