sound-classification

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PaddlePaddle /PaddleSpeech

Star12.4k

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

tts speech-synthesis transformer voice-recognition speech-recognition whisper asr vocoder conformer sound-classification kws self-supervised-learning code-switch voice-cloning speech-translation punctuation-restoration wav2vec2 streaming-asr speech-alignment streaming-tts

UpdatedOct 20, 2025
Python

luuil /Tensorflow-Audio-Classification

Star131

Audio classification with VGGish as feature extractor in TensorFlow

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

UpdatedDec 4, 2021
Python

GianlucaPaolocci /Sound-classification-on-Raspberry-Pi-with-Tensorflow

Star99

In this project is presented a simple method to train an MLP neural network for audio signals. The trained model can be exported on a Raspberry Pi (2 or superior suggested) to classify audio signal registered with USB microphone

raspberry-pi machine-learning tensorflow audio-analysis dataset raspberry librosa tensorflow-models multilayer-perceptron-network audio-signals sound-classification

UpdatedNov 16, 2022
Python

mariostrbac /environmental-sound-classification

Star72

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

keras cross-validation pytorch librosa data-augmentation cnn-model environmental-sounds sound-classification urbansound8k spectrograms

UpdatedApr 25, 2021
Jupyter Notebook

rednafi /urban-sound-classification

Star60

Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)

machine-learning sound-processing classification urban-sound-classification audio-processing sound-synthesis sound-classification mel-spectrogram audio-tagging sound-classification-spectrograms urban-sound-8k

UpdatedMar 24, 2023
Jupyter Notebook

SAP-samples /btp-ai-sustainability-bootcamp

Star51

This github repository contains the sample code and exercises of btp-ai-sustainability-bootcamp, which showcases how to build Intelligence and Sustainability into Your Solutions on SAP Business Technology Platform with SAP AI Core and SAP Analytics Cloud for Planning.

sample machine-learning sustainability computer-vision deep-learning image-segmentation sample-code predictive-maintenance condition-monitoring sound-classification defect-detection sap-analytics-cloud sap-ai-core sap-ai-launchpad sac-planning

UpdatedMar 7, 2025
Jupyter Notebook

AmritK10 /Urban-Sound-Classification

Star50

Sound Classification using Neural Networks

machine-learning deep-learning sound-processing neural-networks convolutional-neural-networks urban-sound-classification librosa cnn-keras sound-classification

UpdatedDec 25, 2022
Jupyter Notebook

nhannt201 /VoiceNET.Library

Star43

.NET library to easily create Voice Command Control feature.

csharp dotnet wpf voice-commands image-processing voice-recognition image-classification spectrogram machinelearning fft asp-net voice-control winform cnn-model voice-assistant sound-classification ml-net net-library voice-command-control voice-control-realtime

UpdatedJun 25, 2022
C#

jovan-stojanovic /Animal-sound-recognition

Star31

Deep learning model for animal sound classification.

machine-learning deep-learning convolutional-neural-networks sound-classification

UpdatedMay 4, 2024
Python

zakaria76al /USC

Star29

The official implementation of the paper "A spatio-temporal deep learning approach for underwater acoustic signals classification". In this repository, we present two new deep learning architectures based on spatio-temporal modeling for underwater signal classification.

deep-learning sound-classification