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
IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling—0
In-Context Prompt Editing For Conditional Audio Generation—0
Incremental Text to Speech for Neural Sequence-to-Sequence Models using Reinforcement Learning—0
InfiniteAudio: Infinite-Length Audio Generation with Consistency—0
IteraTTA: An interface for exploring both text prompts and audio priors in generating music with text-to-audio models—0
Kling-Foley: Multimodal Diffusion Transformer for High-Quality Video-to-Audio Generation—0
LD-Pruner: Efficient Pruning of Latent Diffusion Models using Task-Agnostic Insights—0
Learning Source Disentanglement in Neural Audio Codec—0
Leveraging AI to Generate Audio for User-generated Content in Video Games—0
Leveraging Pre-trained AudioLDM for Sound Generation: A Benchmark Study—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