AI & ML interests
Audio, Music, and AI
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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:
- 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)
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SonicMaster
👀
SonicMaster: Towards Controllable All-in-One Music Restorati
Running
on
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12
SonicVerse
🖼
Generate detailed music descriptions from audio clips
Running
on
Zero
12
Music2emo
📊
Towards Unified Music Emotion Recognition across Dimensional
Runtime error
21
Video2music
📚
Generate music for a video based on its content and key
Running
on
Zero
17
Text2midi
📉
Generate music from text prompts
models
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amaai-lab/SonicMaster
Updated
amaai-lab/SonicVerse
Audio-Text-to-Text
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Updated
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137
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12
amaai-lab/MelodySim
Updated
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1
amaai-lab/music2emo
Updated
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8
amaai-lab/text2midi
Updated
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13
amaai-lab/DisfluencySpeech_BenchmarkC
Text-to-Speech
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Updated
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4
amaai-lab/DisfluencySpeech_BenchmarkB
Text-to-Speech
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Updated
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5
amaai-lab/DisfluencySpeech_BenchmarkA
Text-to-Speech
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Updated
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6
datasets
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amaai-lab/SonicMasterDataset
Updated
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amaai-lab/JamendoMaxCaps
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Updated
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344k
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959
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amaai-lab/melodySim
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Updated
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192k
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58
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3
amaai-lab/MusicBench
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Updated
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53.6k
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443
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48
amaai-lab/MidiCaps
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Updated
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168k
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305
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42
amaai-lab/DisfluencySpeech
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Updated
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5k
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347
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15