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 221–230 of 270 papers

TitleStatusHype
On The Open Prompt Challenge In Conditional Audio Generation—0
Text Prompt is Not Enough: Sound Event Enhanced Prompt Adapter for Target Style Audio Generation—0
Text-to-Audio Generation Synchronized with Videos—0
The NPU-HWC System for the ISCSLP 2024 Inspirational and Convincing Audio Generation Challenge—0
The Rarity of Musical Audio Signals Within the Space of Possible Audio Generation—0
tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models—0
Towards efficient quantum algorithms for diffusion probability models—0
Transferring neural speech waveform synthesizers to musical instrument sounds generation—0
Tri-Ergon: Fine-grained Video-to-Audio Generation with Multi-modal Conditions and LUFS Control—0
Unified Cross-modal Translation of Score Images, Symbolic Music, and Performance Audio—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