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Comparison of Demucs, abr-ai/niagara-19m-batch.en
2 modelsfal-aiDemucsRemove ×abr-aiabr-ai/niagara-19m-batch.enRemove ×
What’s differentSOTA stemming model for voice, drums, bass, guitar and more.0.02B parameters · 1 language · Encoder: State-space model · Decoder: CTC
DateOct 27, 2025ListedOct 17, 2026Discovered
Listed rate$0.0007/ secondfal · all routes ↗See provider quotes
Provider endpoints1 endpoint →0 endpoints →
AMI-Cleaned WER ↗English short-form; normalization unversionedNot reported16.17% WER ↗abr-ai/niagara-19m-batch.enLeaderboard entry
Earnings22-Cleaned-AA-chunked WER ↗English short-form; normalization unversionedNot reported16.1% WER ↗abr-ai/niagara-19m-batch.enLeaderboard entry
Gigaspeech-Cleaned WER ↗English short-form; normalization unversionedNot reported12.72% WER ↗abr-ai/niagara-19m-batch.enLeaderboard entry
LS Clean WER ↗English short-form; normalization unversionedNot reported4.74% WER ↗abr-ai/niagara-19m-batch.enLeaderboard entry
LS Other WER ↗English short-form; normalization unversionedNot reported11.02% WER ↗abr-ai/niagara-19m-batch.enLeaderboard entry
SPGISpeech WER ↗English short-form; normalization unversionedNot reported3.67% WER ↗abr-ai/niagara-19m-batch.enLeaderboard entry
URGENT2024 WER ↗English short-form; normalization unversionedNot reported25.4% WER ↗abr-ai/niagara-19m-batch.enLeaderboard entry
Voice Arena Monsoon WER ↗English short-form; normalization unversionedNot reported13.15% WER ↗abr-ai/niagara-19m-batch.enLeaderboard entry
Voxpopuli-AA-Cleaned WER ↗English short-form; normalization unversionedNot reported5.73% WER ↗abr-ai/niagara-19m-batch.enLeaderboard entry
Context window——
Max output——
Parameters—0.02B
Audio inputNot reportedSupported
TranscriptionNot reportedSupported

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