speechbrain / speechbrain.github.io
The SpeechBrain project aims to build a novel speech toolkit fully based on PyTorch. With SpeechBrain users can easily create speech processing systems, ranging from speech recognition (both HMM/DNN and end-to-end), speaker recognition, speech enhancement, speech separation, multi-microphone speech processing, and many others.
☆364Updated last month
Related projects ⓘ
Alternatives and complementary repositories for speechbrain.github.io
- Utterance-level Aggregation For Speaker Recognition In The Wild☆365Updated last year
- speaker diarization by uis-rnn and speaker embedding by vgg-speaker-recognition☆469Updated 3 years ago
- PyTorch implementation of "Generalized End-to-End Loss for Speaker Verification" by Wan, Li et al.☆577Updated 2 years ago
- Large, modern dataset for speech recognition☆644Updated 8 months ago
- An Open Source Tools for Speaker Recognition☆599Updated 3 months ago
- This is a list of features, scripts, blogs and resources for better using Kaldi ( http://kaldi-asr.org/ )☆532Updated 2 years ago
- Voice Activity Detection based on Deep Learning & TensorFlow☆354Updated last year
- Python functions for reading kaldi data formats. Useful for rapid prototyping with python.☆376Updated last year
- Tools for handling speech data in machine learning projects.☆947Updated this week
- End-to-End Neural Diarization☆371Updated 3 years ago
- Tools for Speech Enhancement integrated with Kaldi☆397Updated last year
- A library for speech data augmentation in time-domain☆643Updated 3 years ago
- Deep speaker embeddings in PyTorch, including x-vectors. Code used in this work: https://arxiv.org/abs/2007.16196☆306Updated 3 years ago
- A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR☆904Updated last year
- Variational Bayes HMM over x-vectors diarization☆252Updated 9 months ago
- This repository contains audio samples and supplementary materials accompanying publications by the "Speaker, Voice and Language" team at…☆365Updated 2 weeks ago
- Towards hot directions in industrial end to end speech recognition☆324Updated 2 years ago
- An open source dataset for source separation☆377Updated 9 months ago
- End-to-end ASR/LM implementation with PyTorch☆594Updated 3 years ago
- A pure python module for reading and writing kaldi ark files☆249Updated last year
- Tensorflow implementation of "Generalized End-to-End Loss for Speaker Verification"☆359Updated 3 years ago
- A must-read paper for speech separation based on neural networks☆754Updated 2 years ago
- A minimum unofficial implementation of the "A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement" (CRN) using PyTorc…☆315Updated 4 years ago
- Speech Enhancement Generative Adversarial Network in PyTorch☆379Updated last year
- Deep Speaker: an End-to-End Neural Speaker Embedding System.☆904Updated 6 months ago
- Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.☆501Updated 2 years ago
- A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain☆639Updated 2 years ago
- A No-Recurrence Sequence-to-Sequence Model for Speech Recognition☆373Updated 2 years ago
- Implementation of "MOSNet: Deep Learning based Objective Assessment for Voice Conversion"☆344Updated 3 months ago
- Official repository for RawNet, RawNet2, and RawNet3☆360Updated 7 months ago