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 121–130 of 270 papers

TitleStatusHype
AV-DiT: Efficient Audio-Visual Diffusion Transformer for Joint Audio and Video Generation—0
Autoregressive Diffusion Transformer for Text-to-Speech Synthesis—0
SEE-2-SOUND: Zero-Shot Spatial Environment-to-Spatial SoundCode2
Stochastic Diffusion: A Diffusion Probabilistic Model for Stochastic Time Series ForecastingCode0
Generative Pre-trained Speech Language Model with Efficient Hierarchical TransformerCode2
AudioLCM: Text-to-Audio Generation with Latent Consistency ModelsCode5
Creative Text-to-Audio Generation via Synthesizer Programming—0
Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow MatchingCode2
A Survey of Deep Learning Audio Generation Methods—0
SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound GenerationCode2
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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