Dev Tools · 2h ago
YAMNet TFLite Tags 2,000 Environmental Sounds with 50-Class Mapping
A developer tested YAMNet TFLite on all 2,000 ESC-50 clips, mapping its 521 AudioSet labels to 50 environmental sound categories. The experiment measured reproducibility, top-label accuracy, and processing time for five-second clips. Results and full code are available on GitHub.
Meridian48 take
The benchmark is useful for edge audio tagging but lacks accuracy metrics, so real-world reliability remains unclear.
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Tagging Environmental Sounds with YAMNet TFLite: An ESC-50 Evaluation over 2,000 Clips →
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audio-taggingtensorflow-lite