MadsDoodle/Deep-CNN-for-Audio-Signal-Classification

This repository contains an end-to-end pipeline to train a convolutional neural network (CNN) for environmental sound classification on ESC-50. Serve the model for inference using Modal + a FastAPI endpoint. - Visualize model outputs (top predictions, input mel-spectrogram, waveform, and CNN feature maps).

语言：Python · GitHub 星标：9 · Fork：0

话题：audio-classification · audio-processing · convolutional-neural-networks · deep-learning · esc-50 · fastapi · feature-visualization · mlops

在 GitHub 上查看原仓库