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 171–180 of 270 papers

TitleStatusHype
Demystifying the Communication Characteristics for Distributed Transformer Models—0
Connective Viewpoints of Signal-to-Noise Diffusion Models—0
Braille-to-Speech Generator: Audio Generation Based on Joint Fine-Tuning of CLIP and Fastspeech2—0
Modeling and Driving Human Body Soundfields through Acoustic Primitives—0
MEDIC: Zero-shot Music Editing with Disentangled Inversion Control—0
Video-to-Audio Generation with Hidden Alignment—0
SOAF: Scene Occlusion-aware Neural Acoustic Field—0
Provable Statistical Rates for Consistency Diffusion Models—0
Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling?Code0
Action2Sound: Ambient-Aware Generation of Action Sounds from Egocentric Videos—0
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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