SOTAVerified

Audio Generation

Audio generation (synthesis) is the task of generating raw audio such as speech.

( Image credit: MelNet )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–20 of 270 papers

TitleStatusHype
DGMO: Training-Free Audio Source Separation through Diffusion-Guided Mask Optimization—0
IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling—0
XMAD-Bench: Cross-Domain Multilingual Audio Deepfake BenchmarkCode0
AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion—0
Conditional Diffusion Models with Classifier-Free Gibbs-like GuidanceCode0
EnvSDD: Benchmarking Environmental Sound Deepfake Detection—0
MMMG: a Comprehensive and Reliable Evaluation Suite for Multitask Multimodal Generation—0
Unified Cross-modal Translation of Score Images, Symbolic Music, and Performance Audio—0
DPN-GAN: Inducing Periodic Activations in Generative Adversarial Networks for High-Fidelity Audio Synthesis—0
Fast Text-to-Audio Generation with Adversarial Post-TrainingCode7
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All datasetsAudioCapsClassical music, 5 seconds at 12 kHzSymphony music

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AudioGenFD_openl3185.53—Unverified
2AudioLDM2-largeFD_openl3158.04—Unverified
3Stable Audio 2.0FD_openl3110.62—Unverified
4Stable AudioFD_openl3103.66—Unverified
5ETTAFD_openl380.13—Unverified
6TangoFlux-baseFD_openl379.7—Unverified
7Stable Audio OpenFD_openl378.24—Unverified
8TangoFluxFD_openl375.1—Unverified
9ETTA-FT-AC-100kFD_openl361.79—Unverified
10DiffsoundFAD7.75—Unverified
#ModelMetricClaimedVerifiedStatus
1VAB-Encodec (Ours)Bits per byte40—Unverified
2Sparse Transformer 152M (strided)Bits per byte1.97—Unverified
#ModelMetricClaimedVerifiedStatus
1SymphonyNet Human listening average results3.5—Unverified