ESC-50 · 50 Sound Classes
CNN Audio Visualizer
Upload an audio file to classify sounds and explore neural network feature maps
01
Find a sound
Record or find a short clip of one of the 50 supported environmental sounds
02
Keep it short
Trim your clip to 5 seconds or under — the model was trained on short clips
03
Upload
Drop the file onto the upload zone or click Choose File. WAV, MP3, FLAC and more are accepted
04
Explore results
See the top predictions and scroll down to explore the CNN feature maps
Drop any audio file here
or click to browse
WAVMP3FLACOGGM4AAACOPUSAIFF
⚠Keep files 5 seconds or under for best results