sound-classification

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.

Audio classification with VGGish as feature extractor in TensorFlow

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

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

Sound Classification using Neural Networks

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

.NET library to easily create Voice Command Control feature.

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.

Building a Sound Classification iOS Application using AI

Deep Multi-Sensory Object Category Recognition Using Interactive Behavioral Exploration

Official project page of CrissCross - AAAI 2023 (Oral)

A neural network lib in C++20 optimized for CPU. Create, train and use a neural network in less than 10 lines of codes.

Real-time version of sound_classification_demo in OpenVINO toolkit. Captures audio from microphone, do classification, and display result on the screen with illustration.

Learnable Gammatone Filterbank (LGTFB) and Equal-loudness Normalization (EN)

Sound Classification Dataset

Fully automated machine learning pipeline for bird sound recognition

Official repository for the research article "Pruning vs XNOR-Net: A ComprehensiveStudy on Deep Learning for AudioClassification in Microcontrollers"