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Deepspectrum ⭐ 60

Cnns Speech Music Discrimination ⭐ 59

A deep learning framework for Speech-Music discrimination of continuous audio streams

midi player base on timidity and imgui

Vocode spectrograms to audio with generative adversarial networks

Ismir2020_u_nets_svs ⭐ 58

A PyTorch Implementation of the paper - Choi, Woosung, et al. "Investigating u-nets with various intermediate blocks for spectrogram-based singing voice separation." 21th International Society for Music Information Retrieval Conference, ISMIR. 2020.

Open Unmix Nnabla ⭐ 54

Open-Unmix - Music Source Separation for NNabla

Cyclevae Vc Neuralvoco ⭐ 53

Melgan Pytorch ⭐ 52

A Pytorch Implementation of MelGAN

Speakerdiarization_rnn_cnn_lstm ⭐ 52

Speaker Diarization is the problem of separating speakers in an audio. There could be any number of speakers and final result should state when speaker starts and ends. In this project, we analyze given audio file with 2 channels and 2 speakers (on separate channels).

Automatically exported from code.google.com/p/musicg

LibRosa port to Swift for ability using same prepossessing logic in iOS/MacOS platforms

Waveglow Vqvae ⭐ 52

WaveGlow vocoder with VQVAE

Vae_tacotron2 ⭐ 51

VAE Tacotron 2, an alternative of GST Tacotron

Auorange ⭐ 51

Audio LPC (linear prediction code) using mel spectorgram, compatible for LPCNet

Machine Learning for SETI

Tacotron ⭐ 50

A PyTorch implementation of Location-Relative Attention Mechanisms For Robust Long-Form Speech Synthesis

Neural Classifiers With Few Audio ⭐ 50

Training neural audio classifiers with few data − https://arxiv.org/abs/1810.10274

Birdcall Identification Competition ⭐ 49

2nd place in the Cornell Birdcall Identification competition

Tacotron2 Wavenet Korean Tts ⭐ 49

Korean TTS, Tacotron2, Wavenet

Crowdai Musical Genre Recognition Starter Kit ⭐ 49

streamline acoustic analysis in R

MATLAB real-time/interactive speech tools. This series is obsolete. SP3ARK is the up-to-date series (will be).

Clari_wavenet_vocoder ⭐ 46

Tacotron2 ⭐ 45

pytorch tacotron2 https://arxiv.org/pdf/1712.05884.pdf

Tacotron2 Mandarin ⭐ 45

PyTorch reimplementation of Tacotron2 in Mandarin

Audionet ⭐ 44

Audio Classification using Image Classification

Spectrogramvae ⭐ 44

TensorFlow implementation of a VAE for encoding spectrograms

Acousticeventdetection ⭐ 43

Source code complementing our paper for acoustic event classification using convolutional neural networks.

fast multitaper conventional and reassignment spectrograms

Spectrogram Inversion ⭐ 43

spectrogram inversion tools in PyTorch. Documentation: https://spectrogram-inversion.readthedocs.io

Smart Nar_fast_tts ⭐ 43

Lipreading ⭐ 42

The BEST music separation model with help of A.I. ... to my ears ! 👂👂

Localmusicplayer ⭐ 42

Audio player that play local audio files and show audio spectrum.

Deep Music Tagger ⭐ 41

Music genre classification model using CRNN

Rtlspectrum ⭐ 41

Analyze spectrograms created by rtl_power

Adversarially Trained End To End Korean Singing Voice Synthesis System ⭐ 41

Adversarially Trained End-to-end Korean SInging Voice Synthesis System

Voice Filter ⭐ 40

A unofficial Pytorch implementation of Google's VoiceFilter

Tacotron2 ⭐ 40

A PyTorch implementation of Tacotron2, an end-to-end text-to-speech(TTS) system described in "Natural TTS Synthesis By Conditioning Wavenet On Mel Spectrogram Predictions".

Acousticrakereceiver ⭐ 40

The acoustic rake receiver, a microphone beamformer that uses echoes to improve the noise and interference suppression. Python code to reproduce all the results from Raking the Cocktail Party by Ivan Dokmanic, Robin Scheibler, and Martin Vetterli.

Tweetynet ⭐ 39

Hybrid convolutional-recurrent neural networks for segmentation of birdsong and classification of elements

Sound Clf Pytorch ⭐ 39

Sound classifier tutorials/examples in PyTorch

Music Artist Classification Crnn ⭐ 38

Supplementary material for IJCNN paper "Musical Artist Classification with Convolutoinal Recurrent Neural Networks"

Dialectid_e2e ⭐ 38

End to End Dialect Identification using Convolutional Neural Network

Spectraldistances.jl ⭐ 38

Measure the distance between two spectra/signals using optimal transport and related metrics

Kaggle Whales ⭐ 37

code for the Whale Detection Challenge competition on Kaggle

Tacotron 2 Explained ⭐ 37

Walk through insanely commented code for an advanced recurrent model in TensorFlow

Freqbuddiez ⭐ 36

Segmentationcnn ⭐ 36

Music segmentation using convolutional neural networks.

This is the code&dataset for our paper [Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment. AAAI 2018]

Audio Auto Tagging ⭐ 35

Convolutional Neural Network for auto-tagging of audio clips on MagnaTagATune dataset

Deep Audio Visualization ⭐ 35

Audio visualization with unsupervised machine learning

Acoustic_indices ⭐ 35

Acoustic indices in python

Asr_course ⭐ 34

ASR course at Chula 2018

A demonstration showing how several components can be compsed to build a simulated spectrogram

Fast Music Indexing PoC based on Shazam

Spectrogram ⭐ 33

Taking an audio signal (wav) and converting it into a spectrogram. Written in Go programming language.

Spectrogram calculation for NumPy

Mxnet Audio ⭐ 33

Implementation of music genre classification, audio-to-vec, song recommender, and music search in mxnet

Multi Source Sound Localization ⭐ 33

This repo aims to perform sound localization in complex audiovisual scenes, where there multiple objects making sounds.

real-time audio spectrogram in OpenGL

Freesound Classification ⭐ 32

Code for the 3rd place solution to Freesound Audio Tagging 2019 Challenge

Constant Q Cpp ⭐ 32

A C++ library and Vamp plugin implementing the Constant-Q transform of a time-domain signal.

Instrument Classification ⭐ 31

🎣 Classify Flute, Clarinet and Trumpet

Multi_speaker_tts ⭐ 31

Implementation of Multi speaker TTS

Interactive Spectrogram Inpainting ⭐ 31

Implementation of the framework described in the paper Spectrogram Inpainting for Interactive Generation of Instrument Sounds published at the 2020 Joint Conference on AI Music Creativity.

Deepcurator ⭐ 30

A convolutional neural network trained to recognize good* electronic music

Speech Separation ⭐ 30

Python scripts exploring sound separation using deep clustering

Cochleagram ⭐ 29

Cochlear sound spectrum

Timeview ⭐ 29

Spectrum Printer ⭐ 28

Prints pictures or messages in spectograms.

Bird_cocktail ⭐ 28

Stanford CS230 Win2018 project

Spectral audio feature extraction using time-frequency reassignment

Data Science Methods ⭐ 27

This repository contains lecture notes and codes for the course "Computational Methods for Data Science"

Zaf Matlab ⭐ 27

Zafar's Audio Functions in Matlab for audio signal analysis: STFT, inverse STFT, mel filterbank, mel spectrogram, MFCC, CQT kernel, CQT spectrogram, CQT chromagram, DCT, DST, MDCT, inverse MDCT.

Paper 2017 Dcase ⭐ 27

The details that matter: Frequency resolution of spectrograms in acoustic scene classification - paper replication data

Javascript toolkit to visualize data from OSH

SHAART is a Python-based audio analysis toolkit, for educational purposes

A Multimodal Audio Sheet Music Dataset

Sonogram ⭐ 27

A spectrograph utility written in Rust

Ismir2015 ⭐ 27

CNN-based singing voice detection experiments

Birdclef2017 ⭐ 27

Source code of the TUCMI submission to BirdCLEF2017

Keras Audio ⭐ 27

keras project for audio deep learning

Webgl Spectrogram ⭐ 27

A smoothly animated spectrogram display in WebGL (FFT in Python/Tornado)

MelNet-Tensorflow implementation

Speech Separation ⭐ 27

Final Year Project for Speech Separation

Repet Matlab ⭐ 27

REPeating Pattern Extraction Technique (REPET) in Matlab for audio source separation: original REPET, REPET extended, adaptive REPET, REPET-SIM, REPET-SIM online

Awesome Tts Samples ⭐ 26

Awesome list of TTS papers with audio samples

Soundsig ⭐ 26

BioSound and other Sound Signal Processing routines.

Wavesurfer.ts ⭐ 25

A new version of wavesurfer.js written in TypeScript

Freesound Audio Tagging 2019 ⭐ 25

Kaggle Freesound Audio Tagging 2019 Competition Solution

Equalizer ⭐ 24

SoundCloud music player with equalizer

Melon Playlist Continuation ⭐ 24

Kakao Arena - Melon Playlist Continuation 대회의 베이스라인 코드

Musicnn Training ⭐ 24

Tensorflow code for training deep convolutional neural networks for music audio tagging

Birdclef Baseline ⭐ 24

The 2018 LifeCLEF bird identification task baseline system.

Audio Deepdream Tf ⭐ 24

Deep dreams on audio spectrograms get resynthesized for deep-learning generated audio effects.

Robust_fine_grained_prosody_control ⭐ 24

PyTorch Implementation of Robust and fine-grained prosody control of end-to-end speech synthesis

WaveRNN-based waveform generator & demo of TensorFlow CuDNN-GRU usage.

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