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@@ -17,8 +17,10 @@ Code: https://github.com/mhussainahmad/AVERFormer
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  - Best single-seed val wF1: **65.9090909090909** (seed 42, epoch 19)
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  - Best ensemble wF1: **0.7887 (top-3 ensemble)**
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- ## Classes (8)
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- ['neutral', 'calm', 'happy', 'sad', 'angry', 'fearful', 'disgust', 'surprised']
 
 
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  ## Architecture
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  - Audio: `microsoft/wavlm-large` (16 kHz mono waveform)
 
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  - Best single-seed val wF1: **65.9090909090909** (seed 42, epoch 19)
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  - Best ensemble wF1: **0.7887 (top-3 ensemble)**
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+ ## Classes (7)
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+ ['neutral', 'happy', 'sad', 'angry', 'fearful', 'disgust', 'surprised']
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+
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+ _Protocol: 7-class RAVDESS (calm dropped, consistent with cross-corpus AVR convention)._
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  ## Architecture
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  - Audio: `microsoft/wavlm-large` (16 kHz mono waveform)