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Featured Vocals Drums Bass Piano Guitar Wind Strings Super Resolution

Ensemble

🔒 Ensemble (vocals, instrum) [Premium only]
Updated 143 days ago

Ensemble of best vocal models. Algorithm gives the highest possible quality for vocal and instrumental stems. The latest ensemble consists of BS Roformer, MelBand Roformer and SCNet XL IHF vocal models.

Vocals Monthly usage: 7 000, Monthly rating: 3.6923 (13 votes)
🔒 Ensemble (vocals, instrum, bass, drums, other) [Premium only]
Updated 139 days ago

This ensemble is based on algorithm which took 2nd place at Music Demixing Track of Sound Demixing Challenge 2023. The main changes comparing to contest version is much better individual stem models.

Vocals Drums Bass Monthly usage: 1 953, Monthly rating: 3.3333 (3 votes)
🔒 Ensemble All-In (vocals, bass, drums, piano, guitar, lead/back vocals, other) [Premium only]
Updated 139 days ago

It's Ensemble (vocals, instrum, bass, drums, other) + more models included like guitars, piano, wind, strings, back/lead vocals and drumsep.

Featured Vocals Drums Bass Piano Guitar Wind Strings Monthly usage: 2 881, Monthly rating: 4.3571 (14 votes)

HQ Models

BS Roformer SW (vocals, bass, drums, guitar, piano, other)
Updated 163 days ago

BS Roformer SW model, which generates 6 stems at once with superior quality.

Featured Vocals Drums Bass Piano Guitar Monthly usage: 106 653, Monthly rating: 4.8273 (498 votes)
BS Roformer (vocals, instrumental)
Updated 13 days ago

BS Roformer model. Excellent quality for vocals/instrumental separation.

Featured Vocals Monthly usage: 92 342, Monthly rating: 4.6242 (298 votes)
MelBand Roformer (vocals, instrumental)
Updated 13 days ago

Algorithm for separating tracks into vocal and instrumental parts based on the MelBand Roformer neural network

Vocals Monthly usage: 27 546, Monthly rating: 4.6027 (73 votes)
MDX23C (vocals, instrumental)
Updated 13 days ago

Set of MDX23C models which is based on code released by kuielab for Sound Demixing Challenge 2023. Very good for vocals/instrumental separation.

Vocals Monthly usage: 8 876, Monthly rating: 4.8947 (19 votes)
SCNet (vocals, instrumental)
Updated 13 days ago

Algorithm for separating tracks into vocal and instrumental parts based on the SCNet neural network

Vocals Monthly usage: 4 423, Monthly rating: 4.2800 (25 votes)
Demucs4 HT (vocals, drums, bass, other)
Updated 168 days ago

Algorithm Demucs4 HT. It's fast and gives relatively good quality for bass/drums/other stems.

Vocals Drums Bass Monthly usage: 10 220, Monthly rating: 4.9231 (52 votes)
MDX B (vocals, instrumental)
Updated 13 days ago

MDX B models are based on kuielab code from Music Demixing Challenge 2021. Models were retrained by UVR team on big dataset. For long time models were best for vocals/instrumental separation.

Vocals Monthly usage: 2 100, Monthly rating: 5.0000 (12 votes)
Ultimate Vocal Remover VR (vocals, music)
Updated 13 days ago

A set of models from the Ultimate Vocal Remover program, which are based on the old VR architecture. Most of the models are vocal, but there are also special models for karaoke, piano, removing reverberation effects, etc.

Vocals Monthly usage: 8 320, Monthly rating: 3.5000 (16 votes)
Demucs4 Vocals 2023 (vocals, instrum)
Updated 13 days ago

Demucs4 Vocals 2023 model - it's Demucs4 HT model fine-tuned on big vocals dataset.

Vocals Monthly usage: 1 107, Monthly rating: 3.6667 (3 votes)
MVSep Karaoke (lead/back vocals)
Updated 13 days ago

Algorithm for extracting only lead vocals and everything else based on the MelBand Roformer and SCNet models.

Vocals Monthly usage: 50 920, Monthly rating: 4.6094 (233 votes)
MDX-B Karaoke (lead/back vocals)
Updated 13 days ago

The MDX-B Karaoke model was prepared as part of the Ultimate Vocal Remover project. The model produces high-quality lead vocal extraction from a music track.

Vocals Monthly usage: 18 331, Monthly rating: 4.0909 (22 votes)
MVSep Piano (piano, other)
Updated 35 days ago

MVSep Piano model is based on MDX23C, MelRoformer and SCNet Large architectures. It produces high quality separation for piano and other stems.

Piano Monthly usage: 7 264, Monthly rating: 4.3333 (9 votes)
MVSep Digital Piano (digital-piano, other)
Updated 35 days ago

No data found

Piano Monthly usage: 4 022, Monthly rating: 4.6667 (15 votes)
MVSep Guitar (guitar, other)
Updated 161 days ago

The MVSep Guitar model produces high-quality separation of music into a guitar part (including acoustic and electronic) and everything else.

Guitar Monthly usage: 10 050, Monthly rating: 4.1429 (49 votes)
MVSep Acoustic Guitar (acoustic-guitar, other)
Updated 87 days ago

No data found

Guitar Monthly usage: 7 104, Monthly rating: 4.6087 (23 votes)
MVSep Electric Guitar (electric-guitar, other)
Updated 20 days ago

No data found

Guitar Monthly usage: 6 844, Monthly rating: 4.5263 (19 votes)
MVSep Drums (drums, other)
Updated 161 days ago

The MVSep Drums model produces high-quality separation of music into a drums part and everything else.

Drums Monthly usage: 18 070, Monthly rating: 4.7317 (41 votes)
MVSep Bass (bass, other)
Updated 87 days ago

The MVSep Bass model produces high-quality separation of music into a bass part and everything else.

Bass Monthly usage: 10 879, Monthly rating: 4.7500 (32 votes)
MVSep Bowed Strings (strings, other)
Updated 20 days ago

The MVSep Strings is a high quality model for separating music into bowed string instruments and everything else.

Strings Monthly usage: 9 035, Monthly rating: 4.8378 (37 votes)
MVSep Wind (wind, other)
Updated 82 days ago

The MVSep Wind model produces high-quality separation of music into a wind part and everything else.

Wind Monthly usage: 7 429, Monthly rating: 4.6923 (13 votes)
MVSep Synth (synth, other)
Updated 19 days ago

Synth extraction model

Monthly usage: 10 353, Monthly rating: 3.8929 (28 votes)
MVSep Organ (organ, other)
Updated 56 days ago

The MVSep Organ model produces high-quality separation of music into an organ part and everything else.

Monthly usage: 2 807, Monthly rating: 4.0000 (5 votes)
MVSep Saxophone (saxophone, other)
Updated 60 days ago

No data found

Wind Monthly usage: 3 395, Monthly rating: 4.3684 (19 votes)
MVSep Flute (flute, other)
Updated 73 days ago

No data found

Wind Monthly usage: 2 520, Monthly rating: 4.2500 (12 votes)
MVSep Violin (violin, other)
Updated 102 days ago

No data found

Strings Monthly usage: 4 671, Monthly rating: 5.0000 (9 votes)
MVSep Viola (viola, other)
Updated 73 days ago

No data found

Strings Monthly usage: 1 217, Monthly rating: 5.0000 (1 votes)
MVSep Cello (cello, other)
Updated 73 days ago

No data found

Strings Monthly usage: 2 870, Monthly rating: 2.5000 (2 votes)
MVSep Double Bass (double-bass, other)
Updated 59 days ago

No data found

Strings Monthly usage: 1 581, Monthly rating: 5.0000 (1 votes)
MVSep Harp (harp, other)
Updated 59 days ago

No data found

Monthly usage: 1 510, Monthly rating: 4.0000 (4 votes)
MVSep Mandolin (mandolin, other)
Updated 53 days ago

No data found

Monthly usage: 730, Monthly rating: 5.0000 (1 votes)
MVSep Trumpet (trumpet, other)
Updated 59 days ago

No data found

Wind Monthly usage: 2 582, Monthly rating: 4.4000 (5 votes)
MVSep Trombone (trombone, other)
Updated 53 days ago

No data found

Wind Monthly usage: 1 391, Monthly rating: 5.0000 (1 votes)
MVSep Tambourine (tambourine, other)
Updated 35 days ago

No data found

Monthly usage: 1 307, Monthly rating: 0 (0 votes)
MVSep Oboe (oboe, other)
Updated 35 days ago

No data found

Wind Monthly usage: 956, Monthly rating: 3.6000 (5 votes)
MVSep Clarinet (clarinet, other)
Updated 35 days ago

No data found

Wind Monthly usage: 1 306, Monthly rating: 4.2000 (5 votes)
MVSep French Horn (french-horn, other)
Updated 20 days ago

No data found

Wind Monthly usage: 1 036, Monthly rating: 5.0000 (1 votes)
MVSep Banjo (banjo, other)
Updated 20 days ago

No data found

Monthly usage: 638, Monthly rating: 0 (0 votes)
MVSep Marimba (marimba, other)
Updated 20 days ago

No data found

Monthly usage: 1 046, Monthly rating: 4.5000 (6 votes)
MVSep Glockenspiel (glockenspiel, other)
Updated 20 days ago

No data found

Monthly usage: 1 186, Monthly rating: 3.5000 (2 votes)
MVSep Timpani (timpani, other)
Updated 20 days ago

No data found

Monthly usage: 788, Monthly rating: 4.0000 (2 votes)
MVSep Harmonica (harmonica, other)
Updated 20 days ago

No data found

Wind Monthly usage: 784, Monthly rating: 4.0000 (5 votes)
MVSep Triangle (triangle, other)
Updated 16 days ago

No data found

Monthly usage: 322, Monthly rating: 5.0000 (1 votes)
MVSep Sitar (sitar, other)
Updated 16 days ago

No data found

Monthly usage: 382, Monthly rating: 2.0000 (1 votes)
MVSep Harpsichord (harpsichord, other)
Updated 16 days ago

No data found

Monthly usage: 744, Monthly rating: 3.0000 (1 votes)
MVSep Tuba (tuba, other)
Updated 16 days ago

No data found

Wind Monthly usage: 601, Monthly rating: 0 (0 votes)
MVSep Bassoon (bassoon, other)
Updated 16 days ago

No data found

Wind Monthly usage: 436, Monthly rating: 5.0000 (1 votes)
MVSep Congas (congas , other)
Updated 16 days ago

No data found

Monthly usage: 753, Monthly rating: 2.7500 (4 votes)
MVSep Bells (bells, other)
Updated 16 days ago

No data found

Monthly usage: 1 753, Monthly rating: 4.2500 (8 votes)
MVSep Ukulele (ukulele, other)
Updated 16 days ago

No data found

Monthly usage: 463, Monthly rating: 4.0000 (4 votes)
MVSep Dobro (dobro, other)
Updated 16 days ago

No data found

Monthly usage: 711, Monthly rating: 4.2500 (4 votes)
MVSep Wind Chimes (wind-chimes, other)
Updated 16 days ago

No data found

Monthly usage: 475, Monthly rating: 0 (0 votes)
MVSep Accordion (accordion, other)
Updated 16 days ago

No data found

Monthly usage: 1 155, Monthly rating: 4.6667 (6 votes)
Apollo Enhancers (by JusperLee, Lew, baicai1145)
Updated 49 days ago

The algorithm restores the quality of audio. For example MP3 files compressed to 128 kbps or lower and other types.

Super Resolution Monthly usage: 10 052, Monthly rating: 3.3125 (16 votes)
Reverb Removal (noreverb)
Updated 34 days ago

Set of different models to remove reverberation effect from music.

Monthly usage: 11 679, Monthly rating: 3.2143 (14 votes)
MVSep Crowd removal (crowd, other)
Updated 529 days ago

An unique model for removing crowd sounds from music recordings (applause, clapping, whistling, noise, laugh etc.).

Monthly usage: 7 485, Monthly rating: 4.1250 (8 votes)
MVSep Demucs4HT DNR (speech, music, effects)
Updated 52 days ago

No data found

Monthly usage: 2 070, Monthly rating: 4.0000 (3 votes)
BandIt Plus (speech, music, effects)
Updated 622 days ago

BandIt Plus model for separating tracks into speech, music and effects.

Monthly usage: 2 583, Monthly rating: 5.0000 (1 votes)
BandIt v2 (speech, music, effects)
Updated 490 days ago

Bandit v2 is a model for cinematic audio source separation in 3 stems: speech, music, effects/sfx. It was trained on DnR v3 dataset.

Monthly usage: 1 242, Monthly rating: 0 (0 votes)
MVSep DnR v3 (speech, music, effects)
Updated 52 days ago

MVSep DnR v3 is a cinematic model for splitting tracks into 3 stems: music, sfx and speech.

Monthly usage: 127 641, Monthly rating: 3.8571 (7 votes)
DrumSep (4-6 stems: kick, snare, cymbals, toms, ride, hh, crash)
Updated 220 days ago

The DrumSep model divides the drum track into several types: 'kick', 'snare', 'toms', 'cymbals' (it includes 'hh', 'ride', 'crash').

Drums Monthly usage: 10 783, Monthly rating: 4.7361 (72 votes)
DeNoise by aufr33
Updated 473 days ago

No data found

Monthly usage: 12 506, Monthly rating: 3.6800 (25 votes)
Whisper (extract text from audio)
Updated 118 days ago

Whisper is a pre-trained model for automatic speech recognition (ASR) and speech translation.

Monthly usage: 848, Monthly rating: 2.6667 (6 votes)
Parakeet (extract text from audio)
Updated 105 days ago

Parakeet by NVIDIA is a state-of-the-art automatic speech recognition (ASR) model designed for accurate and efficient conversion of spoken English language into text.

Monthly usage: 308, Monthly rating: 0 (0 votes)
Medley Vox (Multi-singer separation)
Updated 413 days ago

Medley Vox is an algorithm for separating multiple singers within a single music track and evaluation dataset for this task.

Vocals Monthly usage: 5 238, Monthly rating: 2.3333 (9 votes)
MVSep Multichannel BS (vocals, instrumental)
Updated 144 days ago

MVSep Multichannel BS - uses the best vocal model to extract sound from multi-channel audio (5.1, 7.1, etc.).

Vocals Monthly usage: 1 887, Monthly rating: 5.0000 (3 votes)
MVSep Male/Female separation
Updated 314 days ago

A model for separating male and female voices within a single vocal track. The track should contain only voices, no music.

Vocals Monthly usage: 5 311, Monthly rating: 3.5000 (20 votes)

Old Models

Demucs3 Model (vocals, drums, bass, other)
Updated 351 days ago

Algorithm Demucs3 (A and B versions)

Vocals Drums Bass Monthly usage: 202, Monthly rating: 0 (0 votes)
MDX A/B (vocals, drums, bass, other)
Updated 354 days ago

No data found

Vocals Drums Bass Monthly usage: 130, Monthly rating: 0 (0 votes)
Vit Large 23 (vocals, instrum)
Updated 301 days ago

Experimental model VitLarge23 based on Vision Transformers. In terms of metrics, it is slightly inferior to the MDX23C, but may work better in some cases.

Vocals Monthly usage: 97, Monthly rating: 0 (0 votes)
UVRv5 Demucs (vocals, music)
Updated 668 days ago

No data found

Vocals Monthly usage: 157, Monthly rating: 0 (0 votes)
MVSep DNR (music, sfx, speech)
Updated 700 days ago

No data found

Monthly usage: 658, Monthly rating: 5.0000 (1 votes)
MVSep Old Vocal Model (vocals, music)
Updated 72 days ago

No data found

Vocals Monthly usage: 84, Monthly rating: 1.0000 (2 votes)
Demucs2 (vocals, drums, bass, other)
Updated 1088 days ago

No data found

Vocals Drums Bass Monthly usage: 37, Monthly rating: 0 (0 votes)
Danna Sep (vocals, drums, bass, other)
Updated 1088 days ago

No data found

Vocals Drums Bass Monthly usage: 36, Monthly rating: 0 (0 votes)
Byte Dance (vocals, drums, bass, other)
Updated 1088 days ago

No data found

Vocals Drums Bass Monthly usage: 51, Monthly rating: 0 (0 votes)
spleeter
Updated 354 days ago

No data found

Monthly usage: 109, Monthly rating: 0 (0 votes)
UnMix
Updated 354 days ago

No data found

Monthly usage: 190, Monthly rating: 0 (0 votes)
Zero Shot (Query Based) (Low quality)
Updated 628 days ago

No data found

Monthly usage: 92, Monthly rating: 0 (0 votes)
LarsNet (kick, snare, cymbals, toms, hihat)
Updated 354 days ago

The LarsNet model divides the drums stem into 5 types: 'kick', 'snare', 'cymbals', 'toms', 'hihat'.

Drums Monthly usage: 214, Monthly rating: 5.0000 (1 votes)

Experimental

Stable Audio Open Gen
Updated 116 days ago

Generating audio based on a given text prompt

Monthly usage: 509, Monthly rating: 1.0000 (1 votes)
MVSep MultiSpeaker (MDX23C)
Updated 506 days ago

MVSep MultiSpeaker (MDX23C) - this model tries to isolate the most loud voice from all other voices.

Monthly usage: 521, Monthly rating: 1.0000 (1 votes)
Aspiration (by Sucial)
Updated 395 days ago

The algorithm adds "whispering" effect to vocals.

Monthly usage: 461, Monthly rating: 0 (0 votes)
AudioSR (Super Resolution)
Updated 244 days ago

Algorithm AudioSR: Versatile Audio Super-resolution at Scale. Algorithm restores high frequencies.

Super Resolution Monthly usage: 2 587, Monthly rating: 2.8333 (6 votes)
Phantom Centre extraction (by wesleyr36)
Updated 395 days ago

No data found

Monthly usage: 2 619, Monthly rating: 0 (0 votes)
FlashSR (Super Resolution)
Updated 244 days ago

FlashSR - audio super resolution algorithm for restoring high frequencies

Super Resolution Monthly usage: 2 940, Monthly rating: 5.0000 (2 votes)
Matchering (by sergree)
Updated 68 days ago

Matchering is a novel tool for audio matching and mastering.

Monthly usage: 3 466, Monthly rating: 4.0000 (4 votes)
No data found Revert to old select
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Music & Voice Separation

MVSEP performs separation of audio on voice and music parts
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November News

1) We have introduced a variety of new models for separating individual instruments:

1) MVSep Harp (Demo) 2) MVSep Double Bass (Demo) 3) MVSep Mandolin (Demo)
4) MVSep Trombone (Demo) 5) MVSep Tambourine (Demo) 6) MVSep Oboe (Demo)
7) MVSep Clarinet (Demo) 8) MVSep Digital Piano (Demo) 9) MVSep Synth (Demo)
10) MVSep Electric Guitar (Demo) 11) MVSep French Horn (Demo) 12) MVSep Banjo (Demo)
13) MVSep Marimba (Demo) 14) MVSep Glockenspiel (Demo) 15) MVSep Timpani (Demo)
16) MVSep Harmonica (Demo) 17) MVSep Triangle (Demo) 18) MVSep Sitar (Demo)
19) MVSep Harpsichord (Demo) 20) MVSep Tuba (Demo) 21) MVSep Bassoon (Demo)
22) MVSep Congas (Demo) 23) MVSep Bells (Demo) 24) MVSep Ukulele (Demo)
25) MVSep Dobro (Demo) 26) MVSep Wind Chimes (Demo) 27) MVSep Accordion (Demo)

2) Two models have been updated:

  • A new saxophone model based on the BSRoformer architecture has been added. It demonstrates significantly improved metrics compared to the previous version, with the SDR increasing from 7.13 to 9.77. This model is available in "MVSep Saxophone (saxophone, other)" under the "BS Roformer (SDR saxophone: 9.77)" option.
  • A new version of the MVSep Organ (organ, other) model has been released: "BS Roformer (SDR organ: 5.08)". The SDR has increased from 3.05 to 5.08.

3) Current separation scheme can be found below:

 

4) We have added two new Karaoke models to "MVSep Karaoke (lead/back vocals)":

  • The first was trained by our team. It's available under the option "BS Roformer by MVSep Team (SDR: 10.41)". Unlike other Karaoke models it returns three stems: "lead", "back" and "instrumental". (Demo) (Metrics).
  • The second karaoke model was trained by @anvuew. It is available under the option "BS Roformer by anvuew (SDR: 10.22)". (Metrics).

5) A model by baicai1145 was added to "Apollo Enhancers (by JusperLee, Lew, baicai1145)" under the name "Universal Super Resolution (by baicai1145)". (Original model link). A new option has been added for Apollo Enhancers (by JusperLee, Lew, baicai1145): Cutoff (Hz). Sometimes it can be useful to cut higher frequencies before applying the model.

6) We added a new DeReverb model by @anvuew. It's available in Reverb Removal (noreverb) under the option DeReverb room by anvuew (BSRoformer). It works only for vocals. Since it is a mono model it processes stereo channels independently. (Demo)

7) We added a new model "SCNet XL IHF (high instrum fullness by bercuily)" to the "SCNet (vocals, instrumental)" algorithm. It's a high-fullness version o instrumental stem prepared by @becruily.

Model Vocals fullness Vocals bleedless  Vocals SDR Vocals L1Freq Instrum fullness Instrum bleedless  Instrum SDR Instrum L1Freq
SCNet XL IHF 17.98 28.31 11.11 37.91 28.87 40.37 17.41 38.54
SCNet XL IHF (high instrum fullness by becruily) 22.70 25.48 10.89 38.18 32.31 38.15 17.20 38.43

8) We have released the beta version of the MVSep App for iOS: https://testflight.apple.com/join/Js7BwfEC It supports iOS 15.6+. Feel free to test it and report any bugs to us.

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turbo@mvsep.com

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