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 131–140 of 270 papers

TitleStatusHype
Analyzing Neural Network-Based Generative Diffusion Models through Convex Optimization—0
Animate and Sound an Image—0
An investigation of pre-upsampling generative modelling and Generative Adversarial Networks in audio super resolution—0
Applications and Advances of Artificial Intelligence in Music Generation:A Review—0
A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations—0
A Survey of Deep Learning Audio Generation Methods—0
Audio-Agent: Leveraging LLMs For Audio Generation, Editing and Composition—0
Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation—0
Audiobox: Unified Audio Generation with Natural Language Prompts—0
AudioComposer: Towards Fine-grained Audio Generation with Natural Language Descriptions—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