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aesrc2020

Data preperation scripts, training pipeline and baseline experiment results for the Interspeech 2020 Accented English Speech Recognition Challenge (AESRC).

aidatatang_1505zh

asr_course

asteroid

The PyTorch-based audio source separation toolkit for researchers

audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

autoregressive-predictive-coding

Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

awesome-speech-recognition-speech-synthesis-papers

Speech synthesis, voice conversion, self-supervised learning, music generation,Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling

beamforming

Matlab files for various types of beamforming

call-pattern-blocker-ios

use iOS CallKit to block phone numbers with pattern model 使用iOS的CallKit提供号段拦截功能（通配符匹配模式）

callblocker-1

An iOS call blocker sample app in Swift using CallKit.

ce-optimizedloss

Computes the MWER (minimum WER) Loss with beam search and negative sampling strategy.

conferencingspeech2021

Conferencing Speech Challenge

conferencingspeech2021-1

Conferencing Speech Challenge

cpc_audio

An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.

ctc-optimizedloss

Computes the MWER (minimum WER) Loss with CTC beam search. Knowledge distillation for CTC loss.

data-selection

datasets-cmu_wilderness

CMU Wilderness Multilingual Speech Dataset

deepcomplexcrn

doa

DOA

draw_convnet

espnet

End-to-End Speech Processing Toolkit

espnet-espnet

espnet-lid-bias

espnet-semi-supervised

ESPnet extensions for semi-supervised end-to-end speech recognition

espresso

Espresso: A Fast End-to-End Neural Speech Recognition Toolkit

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

exercise

exercise for nndl

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

frp

A fast reverse proxy to help you expose a local server behind a NAT or firewall to the internet.