xuanjihe

speech-emotion-recognition

speech emotion recognition using a convolutional recurrent networks based on IEMOCAP

cmu-thesis

Code for Yun Wang's PhD Thesis: Polyphonic Sound Event Detection with Weak Labeling

Speech-Emotion-Analyzer

The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)

tf-kaldi-speaker

Neural speaker recognition/verification system based on Kaldi and Tensorflow

wav2letter

Facebook AI Research Automatic Speech Recognition Toolkit

AIR-ASVspoof

Implementation of the paper "One-class Learning towards Generalized Voice Spoofing Detection"

ASSERT

JHU's system submission to the ASVspoof 2019 Challenge: Anti-Spoofing with Squeeze-Excitation and Residual neTworks (ASSERT).

Auto-Tuning-Spectral-Clustering

This repo is for the SPL paper "Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap"

awesome-diarization

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

CircleLoss

Pytorch implementation of the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization"

Dcase2018_pooling

Repo for our pooling approach on the DCASE2018 task4

deep-voice-conversion

Deep neural networks for voice conversion (voice style transfer) in Tensorflow

ECAPA-TDNN

Factorized-TDNN

PyTorch implementation of the Factorized TDNN (TDNN-F) from "Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks" and Kaldi

GradientReversal

Gradient Reversal Layer for Domain Adaptation

kaldi

This is now the official location of the Kaldi project.

MomentumContrast.pytorch

Reproduction of Momentum Contrast for Unsupervised Visual Representation Learning

prefetch_generator

Simple package that makes your generator work in background thread

pyAudioAnalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

pytorch_xvectors

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

QAMFace

Pytorch implementation of Quadratic Additive Angular Margin Loss for Face Recognition

speaker_embedding_moco

Speaker_Verification

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

spec_augment

🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

SpectralCluster

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

Speech_emotion_recognition_BLSTM

Bidirectional LSTM network for speech emotion recognition.

SphereFace

This is a MNIST Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.

tensorflow-triplet-loss

Implementation of triplet loss in TensorFlow

uis-rnn

This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.

VBx

Variational Bayes HMM over x-vectors diarization