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asrt_speechrecognition

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

audeep

audio-classification

:musical_score: Environmental sound classification using Deep Learning with extracted features

audio-scene-classification

Scene Classification using Audio in the nearby Environment.

birdclef2017

Source code of the TUCMI submission to BirdCLEF2017

classifying-environmental-sounds-with-image-networks

Master Thesis

cnn-text-classification-keras

Text Classification by Convolutional Neural Network in Keras

cnn_in_noisy_scenes

Using convolutional neural networks to classify audio signals in noisy sound scenes

crnn-audio-classification

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

crnn-keras

CRNN (CNN+RNN) for OCR using Keras / License Plate Recognition

crnn-lid

Code for the paper Language Identification Using Deep Convolutional Recurrent Neural Networks

crnn_kreas

OCR 基于 Keras

dcase2018_task1

deep-listening

Deep Learning experiments for audio classification

deepconvsep

Deep Convolutional Neural Networks for Musical Source Separation

deepesn

Deep Echo State Network (DeepESN) Python library

deeplearn_urbansoundclassification

Set of 1D CNN models to classify sound clips from the Urban Sound Classification dataset using Keras and Librosa

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

environmental-sound-classification-esc-using-neural-networks-and-other-classifiers

Audio feature extraction and multi-classification with the ECS-10 data set

esc-50

ESC-50: Dataset for Environmental Sound Classification

esc-51

Classifiers for the Environmental Sound Classification dataset.

eusipco2017

The phoneme classification code for EUSIPCO 2017 paper: Timbre Analysis of Music Audio Signals with Convolutional Neural Networks

fastai_audio

icassp19

Public repository for the paper "Learning Sound Event Classifiers from Web Audio with Noisy Labels"

keras-cifar10

practice on CIFAR10 with Keras

keras_crnn

keras_ensemblng

Ensembling ConvNets using Keras

lstm_ctc

LSTM CTC End2End Speech Recognition.

ml-urban-sound

UrbanSound Classification

ml_urbansounds

Implementing Machine Learning techniques to classify ambient, urban sounds (e.g. siren, car horn, gun shot) from the NYU UrbanSound dataset