What is Dry vocal extraction (RoFormer)?

Download dry lead vocal, harmony vocals, and accompaniment WAV stems

Who is Dry vocal extraction (RoFormer) for?

Separation & stem split Download dry lead vocal, harmony vocals, and accompaniment WAV stems

What tasks can Dry vocal extraction (RoFormer) help with?

Separation & stem split; Download dry lead vocal, harmony vocals, and accompaniment WAV stems; Studio-dry lead vocals for covers, RVC conversion, remixing, and mixing prep when the source has backing harmonies and reverb; Dry vocal extraction: Leap XE 90 bands supplies the lead vocal and BS PolarFormer public ONNX 62 bands the accompaniment reference; MVSep 9205 BS-Kar AVG removes backing harmonies; the anvuew BS-RoFormer dereverb checkpoint strips reverb.; Extract a studio-dry lead vocal from a full song for covers or RVC; Remove backing harmonies and reverb before remixing or mixing

Dry vocal extraction (RoFormer)

Q: Which model and keyword entities are connected with Dry vocal extraction (RoFormer)?

BS-RoFormer Leap XE 90 bands (vocals separation), BS PolarFormer public ONNX 62 bands (accompaniment reference), BS-Kar-Gabox_IS + BS-Kar-Frazer&Becruily + BS-Kar-Anvuew (AVG), anvuew BS-RoFormer dereverb (SDR 22.51), MVSep 10178 Leap XE, pcunwa Leap XE weights, BS-RoFormer, MVSep 10009 PolarFormer public

Models, parameters, and sources

Dry vocal extraction: Leap XE 90 bands and BS PolarFormer public ONNX 62 bands supply the vocal/accompaniment reference, MVSep 9205 BS-Kar AVG removes backing harmonies, and the anvuew BS-RoFormer dereverb checkpoint (SDR 22.51) strips reverb for a studio-dry lead vocal.

BS-RoFormer Leap XE 90 bands (vocals separation)BS PolarFormer public ONNX 62 bands (accompaniment reference)BS-Kar-Gabox_IS + BS-Kar-Frazer&Becruily + BS-Kar-Anvuew (AVG)anvuew BS-RoFormer dereverb (SDR 22.51)MVSep 10178 Leap XEpcunwa Leap XE weightsBS-RoFormerMVSep 10009 PolarFormer publicBS PolarFormer public ONNXMVSep 9205GaboxR67 bs_karaoke_gabox_ISbecruily Frazer/Becruily weights

Verified public-weight vocals ranking

MVSep metrics + verified weights

Verified public-weight Multisong vocals SDR rows only. TelkNet uses Leap XE 90 for vocals; hosted, API-only, or unverifiable MVSep rows are excluded from this ranking.

Rank	Model	Vocals SDR (dB)	Detailed metrics
MVSep entry 10178	BS-RoFormer Leap XE 90 bands (pcunwa)TelkNetMVSep 10178 metric	11.7577SOTA	Instrumental SDR (dB)17.5303
MVSep entry 10009	BS PolarFormer public ONNX 62 bands (bgkb/ZFTurbo)MVSep 10009 metric	11.7575	Instrumental SDR (dB)18.0650Best
MVSep entry 10173	BS-RoFormer Leap vocal-only (pcunwa)MVSep 10173 metric	11.7398
MVSep entry 10146	BS-RoFormer Leap 62 bands (pcunwa)MVSep 10146 metric	11.7222	Instrumental SDR (dB)17.7794

Verified public-weight accompaniment ranking

MVSep metrics + verified weights

Verified public-weight Multisong instrumental SDR rows only. TelkNet uses BS PolarFormer public ONNX 62 for accompaniment; hosted, API-only, or unverifiable MVSep rows are excluded.

Rank	Model	Instrumental SDR (dB)	Detailed metrics
MVSep entry 10009	BS PolarFormer public ONNX 62 bands (bgkb/ZFTurbo)TelkNetMVSep 10009 metric	18.0650SOTA	Vocals SDR (dB)11.7575
MVSep entry 10146	BS-RoFormer Leap 62 bands (pcunwa)MVSep 10146 metric	17.7794	Vocals SDR (dB)11.7222
MVSep entry 10178	BS-RoFormer Leap XE 90 bands (pcunwa)MVSep 10178 metric	17.5303	Vocals SDR (dB)11.7577Best

Verified public-weight lead / backing vocal ranking

MVSep metrics + verified weights

Lead/back rows are sorted by Lead SDR and kept only when the component weights were verified as public and deployable. This tool uses the MVSep 9205 AVG public-weight path directly on the full mix.

Rank	Model	Lead vocals SDR (dB)	Detailed metrics
MVSep entry 9205	BS-Kar-Gabox_IS + BS-Kar-Frazer&Becruily + BS-Kar-Anvuew (AVG)TelkNetMVSep 9205 metric	10.4296SOTA	Back vocals + instrumental SDR (dB)15.8159Best
MVSep entry 9190	BS-karaoke-Frazer&Becruily + BS-Karaoke-Anvuew (AVG)MVSep 9190 metric	10.3596	Back vocals + instrumental SDR (dB)15.7459
MVSep entry 9209	BS Roformer Karaoke by anvuewMVSep 9209 metric	10.2267	Back vocals + instrumental SDR (dB)15.6095
MVSep entry 9212	BS-Kar-Gabox_IS + BS-Kar-Frazer&Becruily + BS-Kar-Anvuew (Max Spec)MVSep 9212 metric	10.1718	Back vocals + instrumental SDR (dB)15.4680
MVSep entry 9180	BS-Roformer Karaoke anvuewMVSep 9180 metric	10.1705	Back vocals + instrumental SDR (dB)15.5568
MVSep entry 9013	BS-Roformer Karaoke (frazer & becruily)MVSep 9013 metric	10.0640	Back vocals + instrumental SDR (dB)15.4503
MVSep entry 9198	BS Roformer Karaoke GaboxMVSep 9198 metric	9.8901	Back vocals + instrumental SDR (dB)15.2763

Dry vocal extraction

Models, parameters, and sources

BS-RoFormer Leap XE 90 bands (vocals separation)

BS PolarFormer public ONNX 62 bands (accompaniment reference)

BS-Kar-Gabox_IS + BS-Kar-Frazer&Becruily + BS-Kar-Anvuew (AVG)

anvuew BS-RoFormer dereverb (SDR 22.51)

audio-separator runtime

Model comparison

Public leaderboard: Verified public-weight vocals ranking / Verified public-weight accompaniment ranking / Verified public-weight lead / backing vocal ranking

Verified public-weight vocals ranking

Verified public-weight accompaniment ranking

Verified public-weight lead / backing vocal ranking

Paper and benchmark notes

Mel-Band RoFormer for Music Source Separation

Music Source Separation with Band-Split RoPE Transformer

The Sound Demixing Challenge 2023 - Music Demixing Track

Official / repositories

Papers / technical notes

Parameter guide

Use cases

Workflow

Pre-flight checklist

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