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music-artist-classification-crnn

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

paper-2015-esc-convnet

Environmental Sound Classification with Convolutional Neural Networks - paper replication data

paper-2017-dcase

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

python_speech_features

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

sed-crnn

Single and multichannel sound event detection using convolutional recurrent neural networks. DCASE 2017 real-life sound event detection winning method.

sound-recognition-tutorial

A simple sound recognition tutorial, including data analysis, feature extraction, model building, model train and model test ...

speaker-identification-using-gmms

It uses GMM to train a speaker identification model. The training and testing has been done on subset (34 speakers) from VoxForge data corpus.

speech-denoising-wavenet

A neural network for end-to-end speech denoising

speech12

speech

subspectralnet

SubSpectralNet - Using Sub-Spectrogram based Convolutional Neural Networks for Acoustic Scene Classification, accepted in ICASSP 2019

urban-sound-classification

Urban sound classification using Deep Learning

urban-sound-classification-1

Urban Sound Classification: With Random Forest, SVM, DNN, RNN, and CNN Classifiers

urban-sound-classification-keras

urbansound

Features Extraction from sound and classification using Neural Network.

urbansound-cassification-using-fastai

urbansound8k

Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.

urbansound8k-audio-classification-with-resnet

urbansound8k-preprocessing

urbansoundanalysis

CIS 520 project

urbansoundclassification-1

Supervised feature learn for Urban Sound Classification, DNN, CNN, RNN, SVM, Random Forest, MFCC

urbansoundclassification-2

Data science project aimed at classifying a database of a bout 8000 urban recordings from 10 different categories

urbansoundclassification-3

urbansoundclassification-4

urbansoundclassification-5

Learning competition in analyticsvidhya.com

urbansounds

SONYC project - UrbanSounds - dataset of sound recordings from New York, trying to recreate papers that classify the sound sources in the stream

urbansounds-1

urbansoundtrials

Trying to solve the UrbanSound database...

urbansound_classification

Sound classification using neural networks

urbansound_classification-1

urbansound_cnn