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 201–225 of 270 papers

TitleStatusHype
Analyzing Neural Network-Based Generative Diffusion Models through Convex Optimization—0
Bass Accompaniment Generation via Latent Diffusion—0
ELLA-V: Stable Neural Codec Language Modeling with Alignment-guided Sequence Reordering—0
Masked Audio Generation using a Single Non-Autoregressive Transformer—0
Efficient Parallel Audio Generation using Group Masked Language Modeling—0
Cyclic Learning for Binaural Audio Generation and Localization—0
Audiobox: Unified Audio Generation with Natural Language Prompts—0
Diffusion-EXR: Controllable Review Generation for Explainable Recommendation via Diffusion Models—0
CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling—0
SEFGAN: Harvesting the Power of Normalizing Flows and GANs for Efficient High-Quality Speech Enhancement—0
tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models—0
Cross-modal Generative Model for Visual-Guided Binaural Stereo Generation—0
On The Open Prompt Challenge In Conditional Audio Generation—0
In-Context Prompt Editing For Conditional Audio Generation—0
Audio Editing with Non-Rigid Text Prompts—0
FoleyGen: Visually-Guided Audio Generation—0
Enhance audio generation controllability through representation similarity regularization—0
Retrieval-Augmented Text-to-Audio Generation—0
Advances in machine-learning-based sampling motivated by lattice quantum chromodynamics—0
An Initial Exploration: Learning to Generate Realistic Audio for Silent VideoCode0
Audio Generation with Multiple Conditional Diffusion Model—0
IteraTTA: An interface for exploring both text prompts and audio priors in generating music with text-to-audio models—0
A Demand-Driven Perspective on Generative Audio AI—0
LM-VC: Zero-shot Voice Conversion via Speech Generation based on Language Models—0
MuseCoco: Generating Symbolic Music from TextCode0
Show:102550
← PrevPage 9 of 11Next →
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