xuanjihe's repositories
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"
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
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
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
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.