Speaker Counting on LibriCount
74.7ScoreEnsemble (Submission)
Evaluation Results
| Method | Links | |
|---|---|---|
| Ensemble (Submission)Ensemble Strategy=Embedding Concatenation2026.01 | 74.7 | |
| Dasheng 1.2BParameter Count=1.2B2026.01 | 72.8 | |
| BEATs (300M) SpeechParameter Count=300M, Pre-training Mixture=Speech-heavy (70:15:15)2026.01 | 70.5 | |
| BEATs (300M) BalancedParameter Count=300M, Pre-training Mixture=Balanced (40:30:30)2026.01 | 69.9 | |
| Challenge BaselineDescription=Best among Dasheng-base, data2vec, and Whisper2026.01 | 68.8 | |
| BEATsEvaluation Protocol=MLP2026.02 | 68.2 | |
| BEATs (90M) iter3Parameter Count=90M, Iteration=32026.01 | 66.5 | |
| WavLMEvaluation Protocol=MLP2026.02 | 65.1 | |
| UniWhisperEvaluation Protocol=MLP2026.02 | 64.4 | |
| Whisper-UEvaluation Protocol=MLP2026.02 | 62.8 | |
| CLAP-UEvaluation Protocol=MLP2026.02 | 60.9 | |
| WhisperEvaluation Protocol=MLP2026.02 | 59.4 | |
| WQ-FusionEncoder Type=Fusion2026.06 | 58.3 | |
| HuBERTEvaluation Protocol=MLP2026.02 | 58.2 | |
| wav2vec 2.0Evaluation Protocol=MLP2026.02 | 58 | |
| Adapt. and Trans.Encoder Type=Fusion2026.06 | 57.9 | |
| Gated Trans.Encoder Type=Fusion2026.06 | 57.9 | |
| CLAP-UEvaluation Protocol=kNN2026.02 | 54 | |
| Whisper-U-3Evaluation Protocol=MLP2026.02 | 53.7 | |
| Qwen2-Audio-7BEncoder Type=Single2026.06 | 50.8 | |
| Concat.Encoder Type=Fusion2026.06 | 50.3 | |
| AudioMAEEncoder Type=Single2026.06 | 47.6 | |
| UniWhisperEvaluation Protocol=kNN2026.02 | 47.2 | |
| Whisper-LargeEncoder Type=Single2026.06 | 46.9 | |
| WhisperEvaluation Protocol=kNN2026.02 | 45.2 | |
| Whisper-U-3Evaluation Protocol=kNN2026.02 | 41.4 | |
| WavLMEvaluation Protocol=kNN2026.02 | 38.8 | |
| CLAPEvaluation Protocol=MLP2026.02 | 38.8 | |
| Dasheng-BaseEncoder Type=Single2026.06 | 38.6 | |
| BEATsEvaluation Protocol=kNN2026.02 | 37.8 | |
| CLAPEvaluation Protocol=kNN2026.02 | 28.1 | |
| wav2vec 2.0Evaluation Protocol=kNN2026.02 | 20.8 | |
| HuBERTEvaluation Protocol=kNN2026.02 | 18.2 | |
| Whisper-UEvaluation Protocol=kNN2026.02 | 9.1 |