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 181–190 of 270 papers

TitleStatusHype
CCStereo: Audio-Visual Contextual and Contrastive Learning for Binaural Audio Generation—0
Classification Diffusion Models: Revitalizing Density Ratio Estimation—0
CMCGAN: A Uniform Framework for Cross-Modal Visual-Audio Mutual Generation—0
CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling—0
Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio—0
Comprehensive Audio Query Handling System with Integrated Expert Models and Contextual Understanding—0
Connective Viewpoints of Signal-to-Noise Diffusion Models—0
Continuous Autoregressive Models with Noise Augmentation Avoid Error Accumulation—0
CosyAudio: Improving Audio Generation with Confidence Scores and Synthetic Captions—0
CRASH: Raw Audio Score-based Generative Modeling for Controllable High-resolution Drum Sound Synthesis—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