Automatic music mixing with deep learning and out-of-domain data

 

Audio samples from the listening test dry set:

  (Due to copyright, we can only make Song 4 public)

S5 - Dance-Pop

- Human

- Ours-L-Lb

- Ours-L-La

- WUN-L-Lb

- Ours-S-Lb

- WUN-S-Lb

 

Audio samples from the dry test set:

Rock

- Human

- Ours-L-Lb

- Ours-L-La

- WUN-L-Lb

- Ours-S-Lb

- WUN-S-Lb

 

Stems: dry and normalized

- Dry vocals

- Dry drums

- Dry bass

- Dry other

- Normalized vocals

- Normalized drums

- Normalized bass

- Normalized other

 

Dry and Normalized mixes

- Dry mix
- Normalized mix

 

Indian-Pop

- Human

- Ours-L-Lb

- Ours-L-La

- WUN-L-Lb

- Ours-S-Lb

- WUN-S-Lb

 

Audio samples from the MUSDB18 test set:

Rock/Pop: Cristina Vane - So Easy

- Human

- Ours-L-Lb

- Ours-L-La

- WUN-L-Lb

- Ours-S-Lb

- Ours-S-La

- WUN-S-Lb

 

Metal: Hollow Ground - Ill Fate

- Human

- Ours-L-Lb

- Ours-L-La

- WUN-L-Lb

- Ours-S-Lb

- Ours-S-La

- WUN-S-Lb

 

Dance-Pop: Juliet’s Rescue - Heartbeats

- Human

- Ours-L-Lb

- Ours-L-La

- WUN-L-Lb

- Ours-S-Lb

- Ours-S-La

- WUN-S-Lb

 

Pop: Motor Tapes - Shore

- Human

- Ours-L-Lb

- Ours-L-La

- WUN-L-Lb

- Ours-S-Lb

- Ours-S-La

- WUN-S-Lb

 

Pop: Nerve 9 - Pray For The Rain

- Human

- Ours-L-Lb

- Ours-L-La

- WUN-L-Lb

- Ours-S-Lb

- Ours-S-La

- WUN-S-Lb

 

Electronic: PR - Happy Daze

- Human

- Ours-L-Lb

- Ours-L-La

- WUN-L-Lb

- Ours-S-Lb

- Ours-S-La

- WUN-S-Lb

 

Electronic: Punkdisco - Oral Hygiene

- Human

- Ours-L-Lb

- Ours-L-La

- WUN-L-Lb

- Ours-S-Lb

- Ours-S-La

- WUN-S-Lb

 

Hip-Hop: Side Effects Project - Sing With Me

- Human

- Ours-L-Lb

- Ours-L-La

- WUN-L-Lb

- Ours-S-Lb

- Ours-S-La

- WUN-S-Lb

 

Rock: The Long Wait - Dark Horses

- Human

- Ours-L-Lb

- Ours-L-La

- WUN-L-Lb

- Ours-S-Lb

- Ours-S-La

- WUN-S-Lb

 

Reggae: The Sunshine Garcia Band - For I Am The Moon

- Human

- Ours-L-Lb

- Ours-L-La

- WUN-L-Lb

- Ours-S-Lb

- Ours-S-La

- WUN-S-Lb