orcahello-srkw-detector-v1

364
1
by
orcasound
Audio Model
OTHER
New
364 downloads
Early-stage
Edge AI:
Mobile
Laptop
Server
Unknown
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Code Examples

Technical Specificationstext
Single-channel input → (1, 256, 312) channel x frequency x time mel spectrogram
  ↓
ResNet50 backbone (3,4,6,3 Bottleneck blocks) → (2048, 8, 10) feature map
  ↓
AdaptiveConcatPool2d [max, avg] → 4096 features
  ↓
BatchNorm1d(4096) → Dropout(0.25) → Linear(512) → ReLU
  ↓
BatchNorm1d(512) → Dropout(0.5) → Linear(2)
  ↓
Softmax → [P(negative), P(positive)]

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