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 51–60 of 270 papers

TitleStatusHype
Retrieval-Augmented Neural Field for HRTF Upsampling and PersonalizationCode0
CCStereo: Audio-Visual Contextual and Contrastive Learning for Binaural Audio Generation—0
Nonparametric estimation of a factorizable density using diffusion models—0
RingFormer: A Neural Vocoder with Ring Attention and Convolution-Augmented TransformerCode2
Animate and Sound an Image—0
Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows—0
TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference OptimizationCode4
Tri-Ergon: Fine-grained Video-to-Audio Generation with Multi-modal Conditions and LUFS Control—0
VoiceDiT: Dual-Condition Diffusion Transformer for Environment-Aware Speech Synthesis—0
ETTA: Elucidating the Design Space of Text-to-Audio ModelsCode2
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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