Awesome Open Source

Programming Languages

Search results for audio classification

audio-classification x

65 search results found

Semi Supervised Learning ⭐ 1,069

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

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

Urban Sound Classification ⭐ 427

Urban sound classification using Deep Learning

Label Studio Frontend ⭐ 414

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

Audio Classification ⭐ 398

Code for YouTube series: Deep Learning for Audio Classification

🚤 Label data at scale. Fun and precision included.

Examples ⭐ 289

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

Efficient Training of Audio Transformers with Patchout

Crnn Audio Classification ⭐ 249

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

Panotti ⭐ 248

A multi-channel neural network audio classifier using Keras

Whisper At ⭐ 212

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

Audioclassification Pytorch ⭐ 194

The Pytorch implementation of sound classification supports EcapaTdnn, PANNS, TDNN, Res2Net, ResNetSE and other models, as well as a variety of preprocessing methods.

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

Max Audio Classifier ⭐ 112

Identify sounds in short audio clips

Kaggle Freesound Audio Tagging ⭐ 110

8th place solution (on Kaggle) to the Freesound General-Purpose Audio Tagging Challenge (DCASE 2018 - Task 2)

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

Tensorflow Audio Classification ⭐ 94

Audio classification with VGGish as feature extractor in TensorFlow

Pyaudioclassification ⭐ 89

🎶 dead simple audio classification

Hts Audio Transformer ⭐ 78

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

Audioclassification Paddlepaddle ⭐ 71

基于PaddlePaddle实现的音频分类，支持EcapaTdnn、PANNS、TDNN、Res2N

Audio_classification ⭐ 69

CNN 1D vs 2D audio classification

Esc Cnn Microcontroller ⭐ 60

Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks

Vocalsound ⭐ 57

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

Audiossl ⭐ 50

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

Audio_classification_using_lstm ⭐ 48

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

Unofficial (Golang) Go bindings for the Hugging Face Inference API

Flutter_tflite_audio ⭐ 42

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

Audioclassification Tensorflow ⭐ 39

基于Tensorflow实现声音分类，博客地址：

Dcase2020_task2_baseline ⭐ 37

DCASE2020 Challenge Task 2 baseline system

Text_and_audio_classification_with_bert ⭐ 37

Text Classification in Turkish Texts with Bert

Ml Audio Classifier Example For Pico ⭐ 34

ML Audio Classifier Example for Pico 🔊🔥🔔

Mxnet Audio ⭐ 33

Implementation of music genre classification, audio-to-vec, song recommender, and music search in mxnet

Code for the IEEE Signal Processing Letters 2022 paper "UAVM: Towards Unifying Audio and Visual Models".

Audio Classification Using Cnn Mlp ⭐ 28

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.

Dcase Models ⭐ 28

Python library for rapid prototyping of environmental sound analysis systems

Audio Vision ⭐ 28

Implementation and reviews of Audio & Computer vision related papers in python using keras and tensorflow.

A neural network classifier for urban soundscapes

Semireward ⭐ 26

[ICLR 2024] SemiReward: A General Reward Model for Semi-supervised Learning

Dcase2019 Task5 Urban Sound Tagging ⭐ 25

1st place solution to the DCASE 2019 - Task 5 - Urban Sound Tagging

Audio Classification ⭐ 25

Audio Classification - Multilayer Neural Networks using TensorFlow

Speakerbox ⭐ 21

Speakerbox: Fine-tune Audio Transformers for speaker identification.

Audio Classification Pytorch ⭐ 20

In this project, several approaches for training/finetuning an audio gender recognition is provided. The code can simply be used for any other audio classification task by simply changing the number of classes and the input dataset.

Deeplearning Course ⭐ 18

My exercises in the deep learning course

Audiorecognition ⭐ 15

Google Speech Command Dataset Classification Neural Network, CNN, RNN

Audio Scene Classification ⭐ 13

Scene Classification using Audio in the nearby Environment.

Vision_audio_and_multimodal_projects ⭐ 13

This repository includes all computer vision, audio, document AI, and multimodal projects.

Best Audio Classification Resources With Deep Learning ⭐ 13

List of articles related to deep learning applied to music

Audio Speech Tutorial ⭐ 12

This repository contains a short introduction on the topic of audio and speech processing -- from basics to applications.

Code and models for "EAT: Self-Supervised Pre-Training with Efficient Audio Transformer"

Piano Skills Assessment ⭐ 10

Piano Skills Assessment [IEEE MMSP 2021]

Kcn Audio Classification ⭐ 9

Classification of drum samples using dilated convolutions

Dcase2021_task2_baseline_ae ⭐ 8

Autoencoder-based baseline system for DCASE2021 Challenge Task 2.

Cross platform audio feature extraction and sound classification tool

NEAL (Nature+Energy Audio Labeller) is an open-source interactive audio data annotation tool.

Dcase2021_task2_baseline_mobile_net_v2 ⭐ 7

MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.

Deep Semi-Supervised Learning with Holistic methods for audio classification.

Heartbeat ⭐ 6

Heartbeat audio classification using tf.keras

Ravdess Emotions Speech Audio Only ⭐ 6

1,440 audio files (.wav), i.e. speech files, from 24 actors that are categorized into 8 separate emotions.

Bird sound identification web application

Mediaeval 2019 Moodtheme Detection ⭐ 6

4th position solution to the MediaEval - The 2019 Emotion and Themes in Music using Jamendo

Audio Tagging ⭐ 5

Easy to use Audio Tagging in PyTorch

Urbansound Spectrogram ⭐ 5

Spectrogram for UrbanSound8K audio dataset

Chapter 4: Basics of Deep Learning

Avalinguo Dataset Speaker Fluency Level Classification Paper ⭐ 5

Avalinguo Dataset Speaker Fluency Level Classification using Machine Learning Techniques - Paper Replication Data

Sqwak App ⭐ 5

Audio classifying service

1-65 of 65 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.