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| 3 models | fal-aiACE StepRemove × | Briaremove_background_guidedRemove × | abr-aiabr-ai/niagara-38m-batch.enRemove × |
|---|---|---|---|
| What’s different | Generate music with lyrics from text using ACE-Step | Prompt-guided background removal by Bria: tell it what to keep or what to remove and get a clean cutout with true transparency, at the original resolution with the original pixels untouched. Trained… | 0.038B parameters · 1 language · Encoder: State-space model · Decoder: CTC |
| Date | May 8, 2025Listed | Oct 14, 2026Listed | Oct 17, 2026Discovered |
API prices USD · provider configuration shown below | |||
| Listed rate | See provider quotes | See provider quotes | See provider quotes |
| Provider endpoints | 0 endpoints → | 0 endpoints → | 0 endpoints → |
Benchmarks Each result retains its evaluation configuration | |||
| AMI-Cleaned WER ↗English short-form; normalization unversioned | Not reported | Not reported | 13.87% WER ↗abr-ai/niagara-38m-batch.enLeaderboard entry |
| Earnings22-Cleaned-AA-chunked WER ↗English short-form; normalization unversioned | Not reported | Not reported | 12.94% WER ↗abr-ai/niagara-38m-batch.enLeaderboard entry |
| Gigaspeech-Cleaned WER ↗English short-form; normalization unversioned | Not reported | Not reported | 11.38% WER ↗abr-ai/niagara-38m-batch.enLeaderboard entry |
| LS Clean WER ↗English short-form; normalization unversioned | Not reported | Not reported | 3.81% WER ↗abr-ai/niagara-38m-batch.enLeaderboard entry |
| LS Other WER ↗English short-form; normalization unversioned | Not reported | Not reported | 9.28% WER ↗abr-ai/niagara-38m-batch.enLeaderboard entry |
| SPGISpeech WER ↗English short-form; normalization unversioned | Not reported | Not reported | 3.08% WER ↗abr-ai/niagara-38m-batch.enLeaderboard entry |
| URGENT2024 WER ↗English short-form; normalization unversioned | Not reported | Not reported | 22.88% WER ↗abr-ai/niagara-38m-batch.enLeaderboard entry |
| Voice Arena Monsoon WER ↗English short-form; normalization unversioned | Not reported | Not reported | 10.41% WER ↗abr-ai/niagara-38m-batch.enLeaderboard entry |
| Voxpopuli-AA-Cleaned WER ↗English short-form; normalization unversioned | Not reported | Not reported | 5.16% WER ↗abr-ai/niagara-38m-batch.enLeaderboard entry |
Specifications | |||
| Context window | — | — | — |
| Max output | — | — | — |
| Parameters | — | — | 0.038B |
| Audio input | Not reported | Not reported | Supported |
| Transcription | Not reported | Not reported | Supported |