| Lyrics Transcription for Humans: A Readability-Aware Benchmark | ✓ Link | 12.6 | 17.5 | | 57.1 | 76.6 | 83.7 | 74.5 | AudioShake v3 | 2024-07-30 |
| Lyrics Transcription for Humans: A Readability-Aware Benchmark | ✓ Link | 19.9 | 26.0 | | 48.4 | | 71.7 | | Whisper v2 +lang | 2024-07-30 |
| Lyrics Transcription for Humans: A Readability-Aware Benchmark | ✓ Link | 23.9 | 30.4 | | 49.2 | | 70.6 | | Whisper v2 +demucs +lang | 2024-07-30 |
| Jam-ALT: A Formatting-Aware Lyrics Transcription Benchmark | ✓ Link | 24.4 | | 4.1 | 48.5 | 8.1 | 81.2 | 69.2 | AudioShake v1 | 2023-11-23 |
| Lyrics Transcription for Humans: A Readability-Aware Benchmark | ✓ Link | 35.9 | 40.4 | | 47.4 | | 71.1 | | Whisper v3 +lang | 2024-07-30 |
| Lyrics Transcription for Humans: A Readability-Aware Benchmark | ✓ Link | 40.7 | 44.6 | | 47.3 | | 71.1 | 1.2 | Whisper v3 | 2024-07-30 |
| Jam-ALT: A Formatting-Aware Lyrics Transcription Benchmark | ✓ Link | 40.7 | | 4.0 | 41.2 | | 71.2 | 1.2 | Whisper v3 | 2023-11-23 |
| Lyrics Transcription for Humans: A Readability-Aware Benchmark | ✓ Link | 40.8 | 44.9 | | 46.9 | | 70.5 | | Whisper v3 +demucs +lang | 2024-07-30 |
| Lyrics Transcription for Humans: A Readability-Aware Benchmark | ✓ Link | 43.5 | 47.4 | | 45.4 | | 71.9 | | Whisper v3 +demucs | 2024-07-30 |
| Jam-ALT: A Formatting-Aware Lyrics Transcription Benchmark | ✓ Link | 43.5 | | 4.4 | 34.0 | | 72.0 | | Whisper v3 +demucs | 2023-11-23 |
| Jam-ALT: A Formatting-Aware Lyrics Transcription Benchmark | ✓ Link | 45.4 | | 5.3 | 38.7 | | 69.9 | | Whisper v2 | 2023-11-23 |
| Lyrics Transcription for Humans: A Readability-Aware Benchmark | ✓ Link | 51.8 | 62.0 | | 24.7 | | 41.4 | | OWSM v3.1 +demucs +lang | 2024-07-30 |
| Lyrics Transcription for Humans: A Readability-Aware Benchmark | ✓ Link | 54.5 | 59.3 | | 47.1 | | 70.0 | | Whisper v2 | 2024-07-30 |
| Lyrics Transcription for Humans: A Readability-Aware Benchmark | ✓ Link | 63.3 | 71.8 | | 28.6 | 0.0 | 40.7 | | OWSM v3.1 +lang | 2024-07-30 |
| Lyrics Transcription for Humans: A Readability-Aware Benchmark | ✓ Link | 65.2 | 70.4 | | 49.1 | | 67.3 | | Whisper v2 +demucs | 2024-07-30 |
| Jam-ALT: A Formatting-Aware Lyrics Transcription Benchmark | ✓ Link | 65.2 | | 5.9 | 30.2 | | 67.5 | | Whisper v2 +demucs | 2023-11-23 |