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convolutional-neural-networks x

15 search results found

Speech Enhancement ⭐ 515

Deep learning for audio denoising

Randomcnn Voice Transfer ⭐ 377

Audio style transfer with shallow random parameters CNN.

Depression Detect ⭐ 146

Predicting depression from acoustic features of speech using a Convolutional Neural Network.

Speech Emotion Classification With Pytorch ⭐ 100

This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.

Spleeterrt ⭐ 75

Real time monaural source separation base on fully convolutional neural network operates on Time-frequency domain.

Audio_classification ⭐ 69

CNN 1D vs 2D audio classification

Cnn_vocoder ⭐ 69

A fast cnn-based vocoder

Music Genre Classification ⭐ 67

Recognizing the genre of music files using machine learning and deep learning models

Cnns Speech Music Discrimination ⭐ 59

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

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).

Acousticeventdetection ⭐ 43

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

Deep Music Tagger ⭐ 41

Music genre classification model using CRNN

Dialectid_e2e ⭐ 38

End to End Dialect Identification using Convolutional Neural Network

Segmentationcnn ⭐ 36

Music segmentation using convolutional neural networks.

Audio Auto Tagging ⭐ 35

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

Birdclef2017 ⭐ 27

Source code of the TUCMI submission to BirdCLEF2017

Paper 2017 Dcase ⭐ 27

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

Birdclef Baseline ⭐ 24

The 2018 LifeCLEF bird identification task baseline system.

Deep Music Genre Classification ⭐ 20

🎵 Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis

Ecg_detector ⭐ 18

An automatic electrocardiogram detector using convolutional neural network.

Cnn Speech Mnist ⭐ 18

Demonstration of Speech MNIST using a CNN

Music Genre Classification ⭐ 17

Music genre classification from audio spectrograms using deep learning

Neuralmusic ⭐ 15

An attempt at genre classification with convolutional neural networks and spectrograms

Signal Classification Comparison ⭐ 12

Classify signal using Deep Learning on Tensorflow and various machine learning models.

Rf Signal Model ⭐ 12

CNN models to solve Automatic Modulation Classification problem.

Pytorch Audio Emotion Recognition ⭐ 12

1st Place Public Leaderboard Solution for ERC2019

Mandarin Tone Classification ⭐ 10

Deep learning using CNN for tone classification of 4 Mandarin Chinese tones

Music Classification Cnn Pytorch ⭐ 10

Music genre classification using Convolutional Neural Networks on Spectrograms in PyTorch

Mmwave User Recognition ⭐ 10

Gait Based User Recognition from mmWave Radar Data

Speech Recognition Tensorflow Challenge ⭐ 8

Different CNN Models for keyword spotting in speech recognition

Speaker Recognition ⭐ 8

Recognizing a speaker using Deep Learning

Music_genre_classification ⭐ 8

CNN achieves human-level accuracy in music genre classification

Cs229 Musictranscription ⭐ 7

Dog Bark Detector ⭐ 6

Detect dog bark from spectrogram classification using sndfile-tools and darknet

Audioclassifier ⭐ 6

A CNN audio classifier via spectrogram images.

Musicgenreclassifiaction ⭐ 6

Content-based Music Genre Classification

Speech_recognition ⭐ 6

Convolutional Neural Network for Speech Recognition, implemented in Ms. Pacman game

Skeleton Action Recognition ⭐ 5

NTU RGB+D Dataset Action Recognition with GNNs and CNNs

Dcase2019_task3 ⭐ 5

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