ResearchBenchmarksAudio Classification on LibriSpeech MFFollow98.4AccuracyF3-Tokenizer48.27261.28674.387.314Jun 4, 2026Evaluation ResultsMethodMethodLinksAccuracyF3-TokenizerProbing=Frozen represe...Probing=Frozen representation2026.0698.4WhisperProbing=Frozen represe...Probing=Frozen representation2026.0697.3Ming-UProbing=Frozen represe...Probing=Frozen representation2026.0697.1w/o LLMProbing=Frozen represe...Probing=Frozen representation2026.0695.4w/o RQProbing=Frozen represe...Probing=Frozen representation2026.0694.5No repr.Probing=Frozen represe...Probing=Frozen representation2026.0650.2