audio-classification

There are 45 repositories under audio-classification topic.

microsoft / Semi-supervised-learning
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
classification semi-supervised-learning transformer computer-vision deep-learning machine-learning natural-language-processing pytorch audio-classification low-resource semisupervised-learning
Language:Python 1183
YuanGongND / ast
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
audio audio-classification deep-learning keyword-spotting pytorch representation-learning speech-classification speech-commands
Language:Jupyter Notebook 1003
aqibsaeed / Urban-Sound-Classification
Urban sound classification using Deep Learning
urban-sound-classification neural-network deep-learning audio-classification
Language:Jupyter Notebook 509
seth814 / Audio-Classification
Code for YouTube series: Deep Learning for Audio Classification
audio-classification kapre keras tensorflow2 youtube
Language:Jupyter Notebook 508
HumanSignal / label-studio-frontend
Data labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package
label-studio image-annotation labeling-tool image-labeling image-labeling-tool react-components semantic-segmentation annotation-tool text-labeling audio-classification pose-estimation labelingtool react mobx-state-tree
Language:JavaScript 408
towhee-io / examples
Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.
audio-classification cross-modal embeddings image-classification machine-learning nlp video-tagging
Language:Jupyter Notebook 377
ksanjeevan / crnn-audio-classification
UrbanSound classification using Convolutional Recurrent Networks in PyTorch
audio lstm crnn spectrogram melspectrogram convnet rnn audio-classification pytorch
Language:Python 367
YuanGongND / ssast
Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".
audio audio-classification audio-processing self-supervised-learning speech-classification
Language:Python 339
hover
phurwicz / hover
:speedboat: Label data at scale. Fun and precision included.
visualization machine-learning bokeh data-labeling supervised-learning bulk-labeling text-classification image-classification audio-classification annotation-tool labeling-tool text-labeling audio-labeling image-labeling labeling
Language:Python 314
RetroCirce / HTS-Audio-Transformer
The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"
audio-classification sound-event-detection music-information-retrieval transformer-models python
Language:Python 298
kkoutini / PaSST
Efficient Training of Audio Transformers with Patchout
pytorch audio-classification audio-tagging transformer machine-learning pattern-recognition
Language:Python 275
drscotthawley / panotti
A multi-channel neural network audio classifier using Keras
keras audio-classification neural-network convolutional-neural-networks tensorflow music-tagging
Language:Python 266
YuanGongND / whisper-at
Code and Pretrained Models for Interspeech 2023 Paper "Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong Audio Event Taggers"
audio audio-classification audio-processing audio-tagging speech-recognition
Language:Python 258
IBM / MAX-Audio-Classifier
Identify sounds in short audio clips
docker-image machine-learning machine-learning-models audio-classification keras-tensorflow
Language:Python 150
micah5 / pyAudioClassification
🎶 dead simple audio classification
audio-classification audio-processing keras neural-network
Language:Python 132
YuanGongND / psla
Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".
audio audio-classification deep-learning
Language:Python 124
luuil / Tensorflow-Audio-Classification
Audio classification with VGGish as feature extractor in TensorFlow
audio-classification vggish audioset audio audio-processing deep-learning neural-network tensorflow sound-classification
Language:Python 118
sainathadapa / kaggle-freesound-audio-tagging
8th place solution (on Kaggle) to the Freesound General-Purpose Audio Tagging Challenge (DCASE 2018 - Task 2)
audio-classification dcase2018 deep-learning kaggle
Language:Python 113
CVxTz / audio_classification
CNN 1D vs 2D audio classification
audio-classification audio convolutional-neural-networks keras tensorflow mel-spectrogram
Language:Jupyter Notebook 100
y-kawagu / dcase2020_task2_baseline
DCASE2020 Challenge Task 2 baseline system
audio-signal-processing anomaly-detection acoustic-scene-classification machine-learning unsupervised-learning dcase2020 dcase signal-processing machine-listening fault-detection sound deep-learning audio-classification autoencoder audio
Language:Python 98
jonnor / ESC-CNN-microcontroller
Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks
audio-classification embedded-devices machine-learning master-thesis microcontroller thesis
Language:Jupyter Notebook 91
YuanGongND / vocalsound
Dataset and baseline code for the VocalSound dataset (ICASSP2022).
audio-classification dataset vocalization
Language:Jupyter Notebook 90
ashishpatel26 / Best-Audio-Classification-Resources-with-Deep-learning
List of articles related to deep learning applied to music
awesome awesome-list unicorns list lists resources deeplearning deep-learning deep-neural-networks neural-network neural-networks music music-information-retrieval audio-classification audio audio-processing article music-genre-classification bib machine-learning
Language:TeX 89
yeyupiaoling / AudioClassification-PaddlePaddle
基于PaddlePaddle实现的音频分类，支持EcapaTdnn、PANNS、TDNN、Res2Net、ResNetSE等各种模型，还有多种预处理方法
paddlepaddle librosa urbansound8k audio-classification ecapa-tdnn res2net tdnn panns resnet-se
Language:Python 77
JohannesBuchner / spoken-command-recognition
A large, free audio sample database (10M words pronounced), a test bed for voice activity detection algorithms and for single-syllable word recognition
audio-classification machine-learning machine-learning-dataset dataset audio spoken-english
Language:Python 68
sarthak268 / Audio_Classification_using_LSTM
Classification of Urban Sound Audio Dataset using LSTM-based model.
audio-classification audio audio-processing lstm-neural-networks lstm rnn-pytorch pytorch urban-sound-classification urban-sound urban-sound-8k hacktoberfest hacktoberfest-accepted hacktoberfest2022
Language:Python 67
Audio-WestlakeU / audiossl
A library built for easier audio self-supervised training, downstream tasks evaluation
audio-classification audio-datasets self-supervised-learning audio-pretraining audio-self-supervised-learning audio-representation audioset nsynth speech-commands urbansound8k voxceleb1 pytorch pytorch-lightning
Language:Python 65
Caldarie / flutter_tflite_audio
Audio classification Tflite package for flutter (iOS & Android). Can support Google Teachable Machine models
android audio-classification flutter google-teachable-machine ios tflite
Language:Java 62
vishalshar / Audio-Classification-using-CNN-MLP
Multi class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to identify sound of a bee, cricket or noise.
audio-classification convolutional-neural-networks multilayer-perceptron-network cnn mlp tflearn audio noise convolutional-layers cricket dataset classifier audio-processing audio-analysis
Language:Python 59
cwx-worst-one / EAT
[IJCAI 2024] EAT: Self-Supervised Pre-Training with Efficient Audio Transformer
audio audio-classification deep-learning eat fairseq pytorch representation-learning self-supervised-learning
Language:Python 55
YuanGongND / uavm
Code for the IEEE Signal Processing Letters 2022 paper "UAVM: Towards Unifying Audio and Visual Models".
computer-vision multi-modal-learning audio-classification
Language:Python 53
chen0040 / mxnet-audio
Implementation of music genre classification, audio-to-vec, song recommender, and music search in mxnet
audio-classification music-recommendation music-search mxnet song-recommender
Language:Python 52
hfapigo
Kardbord / hfapigo
Unofficial (Golang) Go bindings for the Hugging Face Inference API
api go golang huggingface inference-api conversational-ai question-answering summarization translation zero-shot-classification audio-classification fill-in-the-blank object-detection speech-recognition text-classification token-classification speech-recognition-api text-generation natural-language-processing nlp
Language:Go 48
melihbodur / Text_and_Audio_classification_with_Bert
Text Classification in Turkish Texts with Bert
python deep-learning text-classification audio-classification transformers embeddings bert keras tensorflow2 keras-tensorflow
Language:Jupyter Notebook 47
ArmDeveloperEcosystem / ml-audio-classifier-example-for-pico
ML Audio Classifier Example for Pico 🔊🔥🔔
audio-classification machine-learning raspberry-pi-pico rp2040
Language:Jupyter Notebook 46
Westlake-AI / SemiReward
[ICLR 2024] SemiReward: A General Reward Model for Semi-supervised Learning
audio-classification computer-vision machine-learning natural-language-processing regression reward-model semi-supervised-learning transformer cifar-100 esc-50 label-noise yahoo-answers vision-transformer weakly-supervised-learning
Language:Python 43

audio-classification

microsoft / Semi-supervised-learning

YuanGongND / ast

aqibsaeed / Urban-Sound-Classification

seth814 / Audio-Classification

HumanSignal / label-studio-frontend

towhee-io / examples

ksanjeevan / crnn-audio-classification

YuanGongND / ssast

phurwicz / hover

RetroCirce / HTS-Audio-Transformer

kkoutini / PaSST

drscotthawley / panotti

YuanGongND / whisper-at

IBM / MAX-Audio-Classifier

micah5 / pyAudioClassification

YuanGongND / psla

luuil / Tensorflow-Audio-Classification

sainathadapa / kaggle-freesound-audio-tagging

CVxTz / audio_classification

y-kawagu / dcase2020_task2_baseline

jonnor / ESC-CNN-microcontroller

YuanGongND / vocalsound

ashishpatel26 / Best-Audio-Classification-Resources-with-Deep-learning

yeyupiaoling / AudioClassification-PaddlePaddle

JohannesBuchner / spoken-command-recognition

sarthak268 / Audio_Classification_using_LSTM

Audio-WestlakeU / audiossl

Caldarie / flutter_tflite_audio

vishalshar / Audio-Classification-using-CNN-MLP

cwx-worst-one / EAT

YuanGongND / uavm

chen0040 / mxnet-audio

Kardbord / hfapigo

melihbodur / Text_and_Audio_classification_with_Bert

ArmDeveloperEcosystem / ml-audio-classifier-example-for-pico

Westlake-AI / SemiReward