Junyan: Created page with "= Submissions = {| class="wikitable" style="text-align:center;" |- style="font-weight:bold; vertical-align:bottom;" ! style="text-align:left;" | Team ! style="text-align:left..."

2024-11-11T16:36:30Z

Created page with "= Submissions = {| class="wikitable" style="text-align:center;" |- style="font-weight:bold; vertical-align:bottom;" ! style="text-align:left;" | Team ! style="text-align:left..."

New page

= Submissions =

{| class="wikitable" style="text-align:center;"
|- style="font-weight:bold; vertical-align:bottom;"
! style="text-align:left;" | Team
! style="text-align:left;" | Extended Abstract
! style="text-align:left;" | Methods Used
|- style="vertical-align:bottom;"
| style="text-align:left;" | S1-CodecLM
| style="text-align:left;" |
| style="text-align:left;" | 7B decoder only from scratch + 2 stage semantic tokenizer
|-
| style="vertical-align:bottom; text-align:left;" | B1-MusicGen-Large
| style="text-decoration:underline; color:#00E; text-align:left;" | [https://arxiv.org/abs/2306.05284 PDF]
| style="vertical-align:bottom; text-align:left;" | MusicGen
|-
| style="vertical-align:bottom; text-align:left;" | B2-MusicGen-Medium
| style="text-decoration:underline; color:#00E; text-align:left;" | [https://arxiv.org/abs/2306.05284 PDF]
| style="vertical-align:bottom; text-align:left;" | MusicGen
|-
| style="vertical-align:bottom; background-color:#FFF; text-align:left;" | B3-MusicGen-Small
| style="text-decoration:underline; color:#00E; text-align:left;" | [https://arxiv.org/abs/2306.05284 PDF]
| style="vertical-align:bottom; text-align:left;" | MusicGen
|-
|}

= Results =

{| class="wikitable" style="text-align:center;"
|- style="font-weight:bold; vertical-align:bottom;"
! style="text-align:left;" | Team
! Frechet Distance ↓
! Frechet Audio Distance ↓
! Kullback Leibler Divergence ↓
! Inception Score ↑
! Relative Overall ↑ (Normalized Avg)
|- style="vertical-align:bottom;"
| style="text-align:left;" | S1-CodecLM
| '''13.77'''
| 2.67
| '''1.71'''
| 1.52±0.04
| '''0.716'''
|-
| style="vertical-align:bottom; text-align:left;" | B1-MusicGen-Large
| style="vertical-align:bottom;" | 19.05
| style="vertical-align:bottom;" | '''2.5'''
| style="vertical-align:bottom;" | 2.11
| style="vertical-align:bottom;" | 1.57±0.03
| style="vertical-align:bottom;" | 0.672
|-
| style="vertical-align:bottom; text-align:left;" | B2-MusicGen-Medium
| style="vertical-align:bottom;" | 24.58
| style="vertical-align:bottom;" | 3.59
| style="vertical-align:bottom;" | 2.46
| style="vertical-align:bottom;" | '''1.61±0.06'''
| style="vertical-align:bottom;" | 0.356
|-
| style="vertical-align:bottom; background-color:#FFF; text-align:left;" | B3-MusicGen-Small
| style="vertical-align:bottom;" | 26.21
| style="vertical-align:bottom;" | 3.75
| style="vertical-align:bottom;" | 2.61
| style="vertical-align:bottom;" | 1.58±0.04
| style="vertical-align:bottom;" | 0.167
|- style="vertical-align:bottom;"
| style="text-align:left;" | Ground-truth
| 0
| 0
| 0
| 1.65±0.06
| -
|}

2024:Music Audio Generation Results - Revision history

Junyan: Created page with "= Submissions = {| class="wikitable" style="text-align:center;" |- style="font-weight:bold; vertical-align:bottom;" ! style="text-align:left;" | Team ! style="text-align:left..."