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)]Deploy This Model
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