SOTAVerified

Text-to-Music Generation

Papers

Showing 110 of 37 papers

TitleStatusHype
FLUX that Plays MusicCode13
Stable Audio OpenCode7
Fast Timing-Conditioned Latent Audio DiffusionCode7
Simple and Controllable Music GenerationCode6
MusicLM: Generating Music From TextCode6
Improving Text-To-Audio Models with Synthetic CaptionsCode5
Quality-aware Masked Diffusion Transformer for Enhanced Music GenerationCode4
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised PretrainingCode4
Moûsai: Text-to-Music Generation with Long-Context Latent DiffusionCode4
TokenSynth: A Token-based Neural Synthesizer for Instrument Cloning and Text-to-InstrumentCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AudioLDM2-musicFD_openl3354.05Unverified
2Stable AudioFD_openl3108.69Unverified
3RiffusionFAD13.4Unverified
4MubertFAD9.6Unverified
5MeLoDyFAD5.41Unverified
6MusicGen w/ random melody (1.5B)FAD5Unverified
7MusicLMFAD4Unverified
8Noise2Music spectrogramFAD3.84Unverified
9MusicGen w/o melody (3.3B)FAD3.8Unverified
10UniAudioFAD3.65Unverified
#ModelMetricClaimedVerifiedStatus
1Mustango (non-pretrained)FAD2.09Unverified