Search Results - RepositoryStats

183

1.4k

mit

21

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

pytorch transformer low-resource deep-learning classification computer-vision machine-learning audio-classification semisupervised-learning semi-supervised-learning natural-language-processing

Created 2022-05-05

202 commits to main branch, last one 8 months ago

ast YuanGongND

219

1.2k

bsd-3-clause

17

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

audio pytorch deep-learning speech-commands keyword-spotting audio-classification speech-classification representation-learning

Created 2021-06-02

123 commits to master branch, last one about a year ago

Audio-Classification seth814

187

551

mit

17

Code for YouTube series: Deep Learning for Audio Classification

kapre keras youtube tensorflow2 audio-classification

Created 2018-10-20

47 commits to master branch, last one 4 years ago

Urban-Sound-Classification aqibsaeed

244

513

apache-2.0

32

Urban sound classification using Deep Learning

deep-learning neural-network audio-classification urban-sound-classification

Created 2016-09-03

48 commits to master branch, last one 4 years ago

examples towhee-io

114

461

apache-2.0

7

Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.

nlp embeddings cross-modal video-tagging machine-learning audio-classification image-classification

Created 2022-04-11

401 commits to main branch, last one about a year ago

label-studio-frontend HumanSignal

318

422

apache-2.0

20

Data labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package

react label-studio labelingtool labeling-tool text-labeling image-labeling annotation-tool mobx-state-tree pose-estimation image-annotation react-components image-labeling-tool audio-classification semantic-segmentation

This repository has been archived (exclude archived)

Created 2020-01-08

1,866 commits to master branch, last one 8 months ago

crnn-audio-classification ksanjeevan

80

383

mit

8

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

rnn crnn lstm audio convnet pytorch spectrogram melspectrogram audio-classification

Created 2019-03-04

22 commits to master branch, last one 4 years ago

HTS-Audio-Transformer RetroCirce

65

373

mit

5

The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"

python transformer-models audio-classification sound-event-detection music-information-retrieval

Created 2022-02-02

15 commits to main branch, last one 2 years ago

ssast YuanGongND

60

366

bsd-3-clause

7

Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".

audio audio-processing audio-classification speech-classification self-supervised-learning

Created 2021-12-04

75 commits to main branch, last one 2 years ago

whisper-at YuanGongND

28

343

bsd-2-clause

11

Code and Pretrained Models for Interspeech 2023 Paper "Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong Audio Event Taggers"

audio audio-tagging audio-processing speech-recognition audio-classification

Created 2023-07-06

50 commits to main branch, last one 10 months ago

hover phurwicz

19

324

mit

6

:speedboat: Label data at scale. Fun and precision included.

bokeh labeling bulk-labeling data-labeling labeling-tool text-labeling visualization audio-labeling image-labeling annotation-tool machine-learning supervised-learning text-classification audio-classification image-classification

Created 2020-11-05

1,057 commits to main branch, last one about a year ago

PaSST kkoutini

51

311

apache-2.0

5

Efficient Training of Audio Transformers with Patchout

pytorch transformer audio-tagging machine-learning pattern-recognition audio-classification

Created 2021-10-06

66 commits to main branch, last one 11 months ago

panotti drscotthawley

72

271

mit

15

A multi-channel neural network audio classifier using Keras

keras tensorflow music-tagging neural-network audio-classification convolutional-neural-networks

Created 2017-03-19

310 commits to master branch, last one 3 years ago

MAX-Audio-Classifier IBM

53

154

apache-2.0

29

Identify sounds in short audio clips

docker-image keras-tensorflow machine-learning audio-classification machine-learning-models

Created 2018-07-11

59 commits to master branch, last one 2 years ago

psla YuanGongND

16

142

bsd-3-clause

1

Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".

audio deep-learning audio-classification

Created 2021-11-17

17 commits to main branch, last one about a year ago

Tensorflow-Audio-Classification luuil

29

127

apache-2.0

4

Audio classification with VGGish as feature extractor in TensorFlow

audio vggish audioset tensorflow deep-learning neural-network audio-processing audio-classification sound-classification

Created 2018-05-24

11 commits to master branch, last one 3 years ago

vocalsound YuanGongND

10

126

unknown

2

Dataset and baseline code for the VocalSound dataset (ICASSP2022).

dataset vocalization audio-classification

Created 2022-04-14

60 commits to main branch, last one 2 years ago

EAT cwx-worst-one

8

118

mit

5

[IJCAI 2024] EAT: Self-Supervised Pre-Training with Efficient Audio Transformer

eat audio fairseq pytorch deep-learning audio-classification representation-learning self-supervised-learning

Created 2023-12-12

61 commits to main branch, last one 8 months ago

Audio-Mamba-AuM kaistmm

13

116

bsd-3-clause

7

Official Implementation of the work "Audio Mamba: Bidirectional State Space Model for Audio Representation Learning"

audio mamba pytorch audio-mamba deep-learning state-space-model audio-classification speech-classification speaker-identification representation-learning

Created 2024-06-05

33 commits to main branch, last one 27 days ago

audiossl Audio-WestlakeU

10

109

other

7

A library built for easier audio self-supervised training, downstream tasks evaluation

nsynth pytorch audioset voxceleb1 urbansound8k audio-datasets speech-commands audio-pretraining pytorch-lightning audio-classification audio-representation self-supervised-learning audio-self-supervised-learning

Created 2022-03-31

179 commits to main branch, last one 3 months ago

ssamba SiavashShams

8

107

bsd-3-clause

8

[SLT'24] The official implementation of SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model

audio mamba deep-learning keyword-spotting state-space-model emotion-recognition audio-classification speaker-identification representation-learning self-supervised-learning

Created 2024-05-15

51 commits to main branch, last one 2 months ago

dcase2020_task2_baseline y-kawagu

47

101

mit

6

DCASE2020 Challenge Task 2 baseline system

audio dcase sound dcase2020 autoencoder deep-learning fault-detection machine-learning anomaly-detection machine-listening signal-processing audio-classification unsupervised-learning audio-signal-processing acoustic-scene-classification

Created 2020-01-30

46 commits to master branch, last one 4 years ago

ESC-CNN-microcontroller jonnor

20

98

unknown

5

Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks

thesis master-thesis microcontroller embedded-devices machine-learning audio-classification

Created 2019-01-16

379 commits to master branch, last one 3 years ago

AudioClassification-PaddlePaddle yeyupiaoling

14

86

apache-2.0

4

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

tdnn panns librosa res2net resnet-se ecapa-tdnn paddlepaddle urbansound8k audio-classification

Created 2020-04-24

186 commits to master branch, last one about a month ago

Audio_Classification_using_LSTM sarthak268

18

72

mit

3

Classification of Urban Sound Audio Dataset using LSTM-based model.

lstm audio pytorch rnn-pytorch urban-sound hacktoberfest urban-sound-8k audio-processing hacktoberfest2022 audio-classification lstm-neural-networks hacktoberfest-accepted urban-sound-classification

Created 2019-03-29

20 commits to master branch, last one 2 years ago

flutter_tflite_audio Caldarie

26

66

mit

2

Audio classification Tflite package for flutter (iOS & Android). Can support Google Teachable Machine models

ios tflite android flutter audio-classification google-teachable-machine

Created 2020-04-10

471 commits to master branch, last one 2 years ago

Audio-Classification-using-CNN-MLP vishalshar

17

65

unknown

2

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.

cnn mlp audio noise cricket dataset tflearn classifier audio-analysis audio-processing audio-classification convolutional-layers convolutional-neural-networks multilayer-perceptron-network

Created 2018-11-05

37 commits to master branch, last one 3 years ago