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aesrc2020

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

amazon-transcribe-research-pseudolikelihood

DEPRECATED. Use the MLM Scoring library instead: https://github.com/awslabs/mlm-scoring

appen-zendesk-llm-chatbot

asv-subtools

An Open Source Tools for Speaker Recognition

audiomentations

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

awesome-kaldi

This is a list of features, scripts, blogs and resources for better using Kaldi ( http://kaldi-asr.org/ )

awesome-speech-enhancement

A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.

bert

TensorFlow code and pre-trained models for BERT

bert-as-language-model

bert as language model, fork from https://github.com/google-research/bert

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

crnn-lid

Code for the paper Language Identification Using Deep Convolutional Recurrent Neural Networks

deepxi

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

gigaspeech

Large, modern dataset for speech recognition

gpt-3

GPT-3: Language Models are Few-Shot Learners

kaldi

logmmse

LogMMSE speech enhancement/noise reduction

mlm-scoring

Python library & examples for Masked Language Model Scoring (ACL 2020)

nvidia_asr_demo

pocolm

Small language toolkit for creation, interpolation and pruning of ARPA language models

pysepm

Python implementation of performance metrics in Loizou's Speech Enhancement book

pytorch-kaldi-neural-speaker-embeddings

A light weight neural speaker embeddings extraction based on Kaldi and PyTorch.

s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit.

samplecnn-speech-detection

Speech/Music discrimination using SampleCNN

speech-music-detection

Python framework for Speech and Music Detection using Keras.

speech_enhancement_mmse-stsa

A statistical model-based Speech Enhancement Using MMSE-STSA

speechbrain

A PyTorch-based Speech Toolkit

transferlearning-tutorial

《迁移学习简明手册》LaTex源码

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

understanding-financial-reports-using-natural-language-processing

Investigate how mutual funds leverage credit derivatives by studying their routine filings to the SEC using NLP techniques 📈🤑

wenet

Production First and Production Ready End-to-End Speech Recognition Toolkit