Hear it yourself

Comparison between music generative models

In the following, we compare the output of JEN-1 to the outputs of other state-of-the-art music generative models (MusicGen, MusicLM, Riffusion and Mousai).

A punchy double-bass and a distorted guitar riff
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00
Lofi slow bpm electro chill with organic samples
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00
Smooth jazz, with a saxophone solo, piano chords, and snare full drums
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00
A grand orchestral arrangement with thunderous percussion, epic brass fanfares, and soaring strings, creating a cinematic atmosphere fit for a heroic battle
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00
A dynamic blend of hip-hop and orchestral elements, with sweeping strings and brass
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00
Pop dance track with catchy melodies, tropical percussion, and upbeat rhythms, perfect for the beach
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00
Classic reggae track with an electronic guitar solo
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00
Earthy tones, environmentally conscious, ukulele-infused, harmonic, breezy, easygoing, organic instrumentation, gentle grooves
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00
Violins and synths that inspire awe at the finiteness of life and the universe
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00
80s electronic track with melodic synthesizers, catchy beat and groovy bass
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00
A piano and cello duet playing a sad chambers music
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00
A light and cheerly EDM track, with syncopated drums, aery pads, and strong emotions
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00
Acoustic folk song to play during roadtrips: guitar flute choirs
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00
Rock with saturated guitars, a heavy bass line and crazy drum break and fills
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00

Representation of key musical attributes

Genre

Moody, melancholy medium-tempo standard jazz song that is good for late-night listening.
JEN-1
0:00
Moody, melancholy medium-tempo fusion jazz song that is good for late-night listening
JEN-1
0:00
Moody, melancholy medium-tempo blues that is good for late-night listening.
JEN-1
0:00

Instrument

A romantic love song played by a band with a lead piano
JEN-1
0:00
A romantic love song played by a band with a lead saxophone
JEN-1
0:00

Tempo

Slow-paced progressive rock instrumental video game music with electric guitars, keyboards, bass and drums
JEN-1
0:00
Rapidly-paced progressive rock instrumental video game music with electric guitars, keyboards, bass and drums
JEN-1
0:00

Mood

Funky, bright and happy song with smooth, soulful male vocals
JEN-1
0:00
Romantic song with smooth, soulful male vocals
JEN-1
0:00

Era

Rock music from the 70s, with bass, drum, guitar
JEN-1
0:00
Rock music from the 80s, with bass, drum, guitar
JEN-1
0:00
Rock music from the 90s, with bass, drum, guitar
JEN-1
0:00
Rock music from the 2000s, with bass, drum, guitar
JEN-1
0:00

Zero-shot ability

It is possible to generate music based on creative prompts.

A funky hip hop song played with Scottish bagpipe
JEN-1
0:00
Acoustic guitars are playing heavy metal riffs
JEN-1
0:00
A flute plays a salsa song
JEN-1
0:00
Standard jazz song sung in acapella
JEN-1
0:00
Cartoon theme song sung by cats
JEN-1
0:00

Diversity

A dynamic blend of hip-hop and orchestral elements, with sweeping strings and brass, evoking the vibrant energy of the city
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00
Smooth jazz, with a saxophone solo, piano chords, and snare full drums
JEN-1
0:00
MusicGen
0:00
MusicLM
0:00
Riffusion
0:00
Mousai
0:00

Music inpainting
(cut and edit)

By masking part of the tracks we can generate music that respects the text prompt, while following the remainder of the track - the following samples have masking applied at 2-5 seconds.

Intense, drama, climax, avengers, dark knight, man of steel
JEN-1
0:00
JEN-1
0:00
Motivational, driving, anthemic, uplifting, positive, underscore
JEN-1
0:00
JEN-1
0:00
Sad, emotional, dreamy, reflective, ambient, pensive
JEN-1
0:00
JEN-1
0:00
Upbeat, optimistic, joyous, cheerful, light, happy
JEN-1
0:00
JEN-1
0:00

Music continuation

We can generate coherent music continuations that respect the text prompt - the following samples have masking applied during the second half of the track (5-10 seconds).

Intense, drama, climax, avengers, dark knight, man of steel
JEN-1
0:00
JEN-1
0:00
Motivational, driving, anthemic, uplifting, positive, underscore
JEN-1
0:00
JEN-1
0:00
Sad, emotional, dreamy, reflective, ambient, pensive
JEN-1
0:00
JEN-1
0:00
Upbeat, optimistic, joyous, cheerful, light, happy
JEN-1
0:00
JEN-1
0:00

JEN-1 Composer

Free conditional generation on text prompt

Romantic, Sentimental, Slow, Pedal Steel, Travel Show, Sunset, Country Superstar, Midwestern Theme, America, Bpm 62
Drum
(generated)
0:00
Bass
(generated)
0:00
Instrument
(generated)
0:00
Melody
(generated)
0:00
Mixed
0:00
Piano, Electronic, Trap, Hopeful, Sentimental, Saint Claire, Bpm 140
Drum
(generated)
0:00
Bass
(generated)
0:00
Instrument
(generated)
0:00
Melody
(generated)
0:00
Mixed
0:00

Conditional generation on one stem and text prompt

Cat On The Loose, Happy, Bpm 155, San Francisco, Jazz Quintet, Tenor Sax, Inspired By, Salsa, Happy
Melody
(human input)
0:00
Drum
(generated)
0:00
Bass
(generated)
0:00
Instrument
(generated)
0:00
Mixed
0:00
Epic, Hopeful, Indie Pop, Reward, Achievement, Rising, Positive, Victory, Bpm 170, Pure White
Instrument
(human input)
0:00
Drum
(generated)
0:00
Bass
(generated)
0:00
Melody
(generated)
0:00
Mixed
0:00
Dark, Mysterious, Bpm 100, Carry On Over, Gridded, Ambient, Laboratory, Chemicals, Process, Time Lapse, Piano, Future City, Strange Place
Drum
(human input)
0:00
Bass
(generated)
0:00
Instrument
(generated)
0:00
Melody
(generated)
0:00
Mixed
0:00

Conditional generation on two stems and text prompt

Happy Laid Back, Rhythm Blues Piano Brass, Bpm 133, 1950s Rock
Drum
(human input)
0:00
Melody
(human input)
0:00
Bass
(generated)
0:00
Instrument
(generated)
0:00
Mixed
0:00
Bpm 60, Acoustic Group, Broken Heart, Autumn, Empty Streets, Ballad, Piano, Sentimental, Peaceful
Instrument
(human input)
0:00
Melody
(human input)
0:00
Drum
(generated)
0:00
Bass
(generated)
0:00
Mixed
0:00

Conditional generation on three stems and text prompt

Quartet, Piano, Trumpet, Brushes, Bpm 109, Laid Back, Smooth, Hara Noda, Ornamental Clouds, Traditional Jazz
Drum
(human input)
0:00
Melody
(human input)
0:00
Bass
(human input)
0:00
Instrument
(generated)
0:00
Mixed
0:00
Chamber Music, Baroque Flute, Versaille, Royal, Renaissance, Sculptures, Bpm 172, Elegant
Drum
(human input)
0:00
Melody
(human input)
0:00
Instrument
(human input)
0:00
Bass
(generated)
0:00
Mixed
0:00