05:23
2026-07-07
dev.to
machine-learning
Tagging Environmental Sounds with YAMNet TFLite: An ESC-50 Evaluation over 2,000 Clips
A developer evaluated the YAMNet TFLite model on the ESC-50 environmental sound dataset, achieving 60.45% top-1 accuracy across 2,000 clips. The experiment used a pretrained model without fine-tuning,…