#Audio-classification
Showing 15 of 15 repositories tagged #audio-classification, ranked by stars
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.
Urban sound classification using Deep Learning
:speedboat: Label data at scale. Fun and precision included.
A multi-channel neural network audio classifier using Keras
🎶 dead simple audio classification
Audio classification with VGGish as feature extractor in TensorFlow
List of articles related to deep learning applied to music
Multi-modal AI-generated content detection: image, video, and audio. Benchmarks, training code (DINOv2, DINOv3, ReStraV, BreathNet), and evaluation pipeline for real vs. synthetic classification with calibration-aware metrics.
[ICLR 2024] SemiReward: A General Reward Model for Semi-supervised Learning
Audio classification Tflite package for flutter (iOS & Android). Can support Google Teachable Machine models
We'll look into audio categorization using deep learning principles like Artificial Neural Networks (ANN), 1D Convolutional Neural Networks (CNN1D), and CNN2D in this repository. We undertake some basic data preprocessing and feature extraction on audio sources before developing models. As a result, the accuracy, training time, and prediction time of each model are compared. This is explained by model deployment, which allows users to load the desired sound output for each model that is successfully deployed, as will be addressed in more depth later.
A neural network classifier for urban soundscapes
A set of jupyter notebooks