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multi-task-kaldi

An example directory for running Multi-Task Learning training on Kaldi neural networks. In Kaldi-speak, this is an egs dir for nnet3 training.

music163-spiders

网易云音乐歌曲评论爬虫

myprosody

A Python library for measuring the acoustic features of speech (simultaneous speech, high entropy) compared to ones of native speech.

neuralplda

Implementation of Neural PLDA (NPLDA) model (A discriminative backend for Speaker Verification)

nnaudio

Audio processing by using pytorch 1D convolution network

oqrand-and-oqgend

The conference paper "Asking the crowd: Asking the Crowd: Question Analysis, Evaluation and Generation for Open Discussion on Online Forums" accepted by ACL'19.

osdc

parselmouth

Praat in Python, the Pythonic way

prep4kaldi

Data preparation code for building Kaldi ASR system

pretty-print-confusion-matrix

Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

pvad

speaker conditioned voice activity detection

py-webrtcvad

Python interface to the WebRTC Voice Activity Detector

pyannote-audio

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

pyannote-metrics

A toolkit for reproducible evaluation, diagnostic, and error analysis of speaker diarization systems

pyaudioanalysis

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

pykaldi

A Python wrapper for Kaldi

python_speech_features

This library provides common speech features for ASR including MFCCs and filterbank energies.

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

pytorch-kaldi-neural-speaker-embeddings

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

pytorch_speaker_verification

PyTorch implementation of "Generalized End-to-End Loss for Speaker Verification" by Wan, Li et al.

random-delay-librimix

Create a new overlapped Speech dataset based on LibriSpeech

redbud-tree-depression

scripts to model depression in speech and text

reproducible-audio-research

List of Reproducible Audio Research Papers

resemblyzer

A python package to analyze and compare voices with deep learning

saa_experiments

A set of experiments designed to reproduce selective auditory attention in computers.

sincnet

SincNet is a neural architecture for efficiently processing raw audio samples.

singing_voice_separation_rnn

Singing-Voice Separation From Monaural Recordings Using Deep Recurrent Neural Networks

sma2

Sorce code of Apkinson: android app to monitor the motor symptoms of Parkinson's patients

socialambiance-speaker-count

Pytorch based concurrent speaker count from continuous recordings

spacy

💫 Industrial-strength Natural Language Processing (NLP) in Python