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keras-sincnet

Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)

kerasdeepspeech

A Keras CTC implementation of Baidu's DeepSpeech for model experimentation

las_mandarin_pytorch

Listen, attend and spell Model and a Chinese Mandarin Pretrained model (中文-普通话 ASR模型)

literaturedl4graph

lstm_speaker_verification

lvcnet

LVCNet: Efficient Condition-Dependent Modeling Network for Waveform Generation

mqrnn

Multi-Quantile Recurrent Neural Network for Quantile Regression

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

paper_list

The papers and blog I read when I learning KG and speech

parallelwavegan

Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN) with Pytorch

plda

Probabilistic Linear Discriminant Analysis & classification, written in Python.

pointer_summarizer

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

prototypical-networks

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

pyannote-audio

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

pyannote-db-voxceleb

VoxCeleb plugin for pyannote.database

python-pesq

A python package for calculating the PESQ.

python-webrtc-audio-processing

Python bindings of WebRTC Audio Processing

pytorch-stargan-vc

Fully reproduce the paper of StarGAN-VC. Stable training and Better audio quality .

pytorch_xvectors

Deep speaker embeddings in PyTorch, including x-vectors. Code used in this work: https://arxiv.org/abs/2007.16196

real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

segan_pytorch

Speech Enhancement Generative Adversarial Network in PyTorch

seq2seq

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

slot_filling_and_intent_detection_of_slu

slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

speaker-rec-keras

speaker_verification

Tensorflow implementation of generalized end-to-end loss for speaker verification

speakerrecognition

优研项目——说话人识别

specaugment

A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain

spectralcluster

Python re-implementation of the spectral clustering algorithm in the paper "Speaker Diarization with LSTM"

speech-to-text-wavenet

Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

tdnn-layer

A keras layer implementation of Peddinti's paper "A time delay neural network architecture for efficient modeling of long temporal contexts". [Work in progress]