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69 search results found

Tensorflow2 Generative Models ⭐ 833

Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.

Diy Alexa ⭐ 433

Cross Lingual Voice Cloning ⭐ 253

Tacotron 2 - PyTorch implementation with faster-than-realtime inference modified to enable cross lingual voice cloning.

Machinehearing ⭐ 210

Machine Learning applied to sound

Tacotron_pytorch ⭐ 204

PyTorch implementation of Tacotron speech synthesis model.

Python_spectrograms_and_inversion ⭐ 131

Spectrograms, MFCCs, and Inversion Demo in a jupyter notebook

Speech Emotion Classification With Pytorch ⭐ 100

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

Conditioned Source Separation Lasaft ⭐ 73

A PyTorch implementation of the paper: "LaSAFT: Latent Source Attentive Frequency Transformation for Conditioned Source Separation" (ICASSP 2021)

Music Genre Classification ⭐ 67

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

Sound Based Bird Species Detection ⭐ 62

Sound-based Bird Classification - using AI, acoustics and ornithology to classify birds in the environment, an environmental awareness project (Web Application, Flask, Python)

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.

Waveglow Vqvae ⭐ 52

WaveGlow vocoder with VQVAE

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

Melgan Pytorch ⭐ 52

A Pytorch Implementation of MelGAN

Machine Learning for SETI

Tacotron2 ⭐ 45

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

Spectrogramvae ⭐ 44

TensorFlow implementation of a VAE for encoding spectrograms

Lipreading ⭐ 42

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

Bird_cocktail ⭐ 28

Stanford CS230 Win2018 project

Paper 2017 Dcase ⭐ 27

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

A Multimodal Audio Sheet Music Dataset

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.

Freesound Audio Tagging 2019 ⭐ 25

Kaggle Freesound Audio Tagging 2019 Competition Solution

Audio Deepdream Tf ⭐ 24

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

Cnn Speech Mnist ⭐ 18

Demonstration of Speech MNIST using a CNN

Depression Detection In Speech ⭐ 17

Detecting depression in a conversation using Convolutional Neral Network

Whale Sound Classification ⭐ 16

Whale sound detection using spectrograms, template matching and gradient boosting

Cmorlet Tensorflow ⭐ 16

A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.

Neuralmusic ⭐ 15

An attempt at genre classification with convolutional neural networks and spectrograms

Speech2face ⭐ 15

Image Processing, Speech Processing, Encoder Decoder, Research Paper implementation

Detect Orca in passive acoustic datasets

Dsl_final ⭐ 14

Music transcription using machine learning

Vocals2song ⭐ 13

Tensorflow implementation of pix2pix for creating music from a voice. Vocals2Song.

Spleetertf2.0_unofficial ⭐ 13

This repository contains the migrated code of Spleeter from Deezer in TF2.0

Nlnd End2end Speech Recognition ⭐ 13

This repository provides you the details of how speech recognition is done from end to end.

Audio Scene Classification ⭐ 13

Scene Classification using Audio in the nearby Environment.

Iemocapspeechemotionrecognition ⭐ 12

Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET

Urbansound8k ⭐ 12

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

Rf Signal Model ⭐ 12

CNN models to solve Automatic Modulation Classification problem.

Signal Classification Comparison ⭐ 12

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

Drum_generation_with_ssm ⭐ 11

This is the supplemental repository for ISMIR 2019 paper GENERATING STRUCTURED DRUM PATTERN USING VARIATIONAL AUTOENCODER AND SELF-SIMILARITY MATRIX.

Zaf Python ⭐ 11

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

Whisp - Environmental Sound Classifier

Wavelet101 ⭐ 10

A simple tutorial of wavelet, STFT and FFT

Mandarin Tone Classification ⭐ 10

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

Podcast Data Modeling ⭐ 10

More than Just Words: Modeling Non-textual Characteristics of Podcasts

Cardiac Arrhythmia Ml ⭐ 10

This repository contains the project files for the Capstone Project - Cardiac Arrhythmia ML as part of Udacity's Machine Learning Nanodegree.

Mmwave User Recognition ⭐ 10

Gait Based User Recognition from mmWave Radar Data

Microfaune ⭐ 9

Bird Detection and Identification Using Deep Learning

Realtimeaudioclassification ⭐ 9

Using spectrograms and convolutional neural networks to listen to environment sounds.

Music_genre_classification ⭐ 8

CNN achieves human-level accuracy in music genre classification

Emotion Recognition ⭐ 8

Time series course Fall 2019 project

Audio Preprocessing Practice ⭐ 8

오디오 전처리 작업을 위한 연습

Openbci_laryngeal_imagery ⭐ 7

Testing SSVEP with psychopy

Tacotron2 Melgan ⭐ 7

Mel spectrum based on tacotron2 for melgan speech synthesis

Pyqtgraph Spectrographer ⭐ 7

A pyqtgraph based spectrogram app using pyaudio.

Image Classification Lab ⭐ 7

musical genres binary classification using pytorch.audio and keras

Environmental Sound Classification ⭐ 7

Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.

Julia_examples ⭐ 6

Various examples of machine learning and signal processing in Julia

A Shazam-like application

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

Vae_workshop ⭐ 5

Code to replicate results from the VAE workshop at ODSC 2018 Kyiv. It's still work in progress

Deep Learning Composer Prediction ⭐ 5

🎵 Predicting the Composer of Classical Music with Computer Vision 🎵

Speaker Recognition ⭐ 5

Identifying which celebrity is speaking through deep learning

Yamnet_classification_project ⭐ 5

Koreantts ⭐ 5

한국어 multispeaker TTS

Coughvid 19 Crnn Attention ⭐ 5

Another project for classifying Covid and non-covid patients through cough sound. Using CRNN-Attention model with the sound data converted into image data

Audio Features ⭐ 5

Features from audio: Spectrogram, (Wavelet Transform) Scalogram, (Q Transform) Spectrogram

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