audio-augmentation

There are 2 repositories under audio-augmentation topic.

AgaMiko / data-augmentation-review
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
audio-augmentation augmentation-policies autoaugment data-augmentation data-augmentations data-generation data-synthesis generative-adversarial-network graph-data-augmentation image-augmentation machine-learning nlp-augmentation review style-transfer survey
1556
KentoNishi / torch-pitch-shift
Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.
pytorch pitch-shift torch torchaudio augmentation audio-augmentation sound-processing gpu-support
Language:Python 123
KentoNishi / torch-time-stretch
Time-stretch audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.
torch pytorch sound-processing augmentation gpu-support torchaudio audio-augmentation time-stretch
Language:Python 34
Lallapallooza / fast-audiomentations
⚡ Blazing fast audio augmentation in Python, powered by GPU for high-efficiency processing in machine learning and audio analysis tasks.
audio audio-augmentation audio-data-augmentation audio-effects augmentations data-augmentation dsp gpu machine-learning python pytorch triton
Language:Python 28
zhaoyi2 / audio_augment
A tool/script for batch speech data enhancement with speed/volume/RIRS/MUSAN
audio-augmentation speed volume rirs musan optional
Language:Shell 18
zabir-nabil / audioperm
A python library for generating different permutations of audible segments from audio files.
audio-processing audio-augmentation audio-classification speaker-recognition augmentation speech-augmentation
Language:Jupyter Notebook 7
zabir-nabil / torch-speech-dataloader
A ready-to-use pytorch dataloader for audio classification, speech classification, speaker recognition, etc. with in-GPU augmentations
audio-augmentation gpu-augmentation pytorch-speech-dataloader speech speech-augmentation-gpu torch torch-dataloader
Language:Python 3
lucas-fpaiva / survey-audio-aug
Implementation of audio, image, and spectrogram augmentation techniques provided by the librosa, Keras and audiomentations
data-augmentation environmental-sound-classification audio-augmentation music-information-retrieval automatic-speech-recognition
Language:Jupyter Notebook 2
AndreasScharnetzki / EmotionClassifier
A Convolutional Neural Network that distinguishes between the speakers emotions. Comes with multiple preprocessors to improve the models performance.
speech-emotion-classification variable-length-data convolutional-neural-networks supervised-learning transfer-learning human-computer-interaction multi-class-classification audio-processing audio-augmentation preprocessing natural-language-processing
Language:Python 0
laurencecliffe / SoundScaper
SoundScaper is an audio augmented reality mobile application that allows users to author, save and reload virtual, and spatially interactive, three-dimensional binaural soundscapes within physical, real world spaces.
audio-augmentation mobile-app soundscapes augmented-reality augmented-reality-applications
0
imane-ayouni / Text-to-Speech-using-Tacotron2
Converting text to audio and applying audio augmentation
audio-augmentation audio-data tacotron2 text-to-speech
Language:HTML

audio-augmentation

AgaMiko / data-augmentation-review

KentoNishi / torch-pitch-shift

KentoNishi / torch-time-stretch

Lallapallooza / fast-audiomentations

zhaoyi2 / audio_augment

zabir-nabil / audioperm

zabir-nabil / torch-speech-dataloader

lucas-fpaiva / survey-audio-aug

AndreasScharnetzki / EmotionClassifier

laurencecliffe / SoundScaper

imane-ayouni / Text-to-Speech-using-Tacotron2