AI & ML interests
Audio, Music, and AI
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Papers
MERIT: Learning Disentangled Music Representations for Audio Similarity
Text2Score: Generating Sheet Music From Textual Prompts
Organization Card
Audio, Music, and AI Lab (AMAAI)
The Audio, Music, and AI lab at Singapore University of Technology and Design focuses on cutting-edge innovations in multimodal AI, more specifically: Audio and Music AI.
More info and publications here.
Popular software:
- SonicMaster: all-in-one music restoration and mastering: code - examples - live demo
- Jam 0.5: text-to-song: code - examples- Dataset in collaboration with Declare lab
- SonicVerse: time-aware music captioning: code - live demo
- Music2Emo: emotion detection from music: code - live demo
- Mustango: text-to-music generation: code - live demo
- Video2Music: video-to-music generation: code
- Text2midi: text-to-midi generation: code
- nnAudio: on-the-fly spectrogram extraction: code
Popular Datasets:
- JamendoMaxCaps: text captions with instrumental music audio
- MusicBench: text captions with music audio
- MidiCaps: text captions with music midi (large-scale)
- SonicMaster: music with mastered / enhanced version and enhancement caption
spaces 8
pinned
Running
MusicListenBench Leaderboard
🎧
Can audio LLMs hear the difference yet?
Running on Zero
Agents
21
Music2emo
📊
Towards Unified Music Emotion Recognition across Dimensional
Running on Zero
Agents
39
SonicMaster – Text-Guided Music Restoration & Mastering
🎧
Enhance audio with text‑guided restoration and mastering
Sleeping
Agents
2
MineROI Net
📊
Smart Timing for Mining: A Deep Learning Framework for Bitco
Configuration error
Agents
13
SonicVerse
🖼
Generate detailed music descriptions from audio clips
models 11
amaai-lab/SonicMaster
Audio-to-Audio • 0.9B • Updated • 29
amaai-lab/merit
Feature Extraction • Updated • 5
amaai-lab/apex
Feature Extraction • Updated • 172 • 6
amaai-lab/MineROI-Net
Updated
amaai-lab/SonicVerse
Audio-Text-to-Text • Updated • 26 • 21
amaai-lab/MelodySim
Updated • 1
amaai-lab/music2emo
Updated • 13
amaai-lab/text2midi
Updated • 22
amaai-lab/DisfluencySpeech_BenchmarkC
Text-to-Speech • Updated • 8
amaai-lab/DisfluencySpeech_BenchmarkB
Text-to-Speech • Updated • 5
datasets 9
amaai-lab/MusicListenBench
Updated • 5
amaai-lab/SonicMasterDataset
Viewer • Updated • 175k • 2k • 12
amaai-lab/MERP
Viewer • Updated • 54 • 194 • 2
amaai-lab/merit
Preview • Updated • 140 • 3
amaai-lab/JamendoMaxCaps
Viewer • Updated • 344k • 3.88k • 25
amaai-lab/melodySim
Viewer • Updated • 192k • 821 • 3
amaai-lab/MusicBench
Viewer • Updated • 53.6k • 754 • 56
amaai-lab/MidiCaps
Viewer • Updated • 168k • 492 • 57
amaai-lab/DisfluencySpeech
Viewer • Updated • 5k • 389 • 22