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 101–125 of 270 papers

TitleStatusHype
Efficient Autoregressive Audio Modeling via Next-Scale PredictionCode2
Connective Viewpoints of Signal-to-Noise Diffusion Models—0
Nested Music Transformer: Sequentially Decoding Compound Tokens in Symbolic Music and Audio GenerationCode1
MMTrail: A Multimodal Trailer Video Dataset with Language and Music DescriptionsCode1
Braille-to-Speech Generator: Audio Generation Based on Joint Fine-Tuning of CLIP and Fastspeech2—0
Stable Audio OpenCode7
Modeling and Driving Human Body Soundfields through Acoustic Primitives—0
MEDIC: Zero-shot Music Editing with Disentangled Inversion Control—0
LiteFocus: Accelerated Diffusion Inference for Long Audio SynthesisCode1
Video-to-Audio Generation with Hidden Alignment—0
Read, Watch and Scream! Sound Generation from Text and VideoCode1
SOAF: Scene Occlusion-aware Neural Acoustic Field—0
FoleyCrafter: Bring Silent Videos to Life with Lifelike and Synchronized SoundsCode4
Taming Data and Transformers for Audio GenerationCode2
Provable Statistical Rates for Consistency Diffusion Models—0
Improving Text-To-Audio Models with Synthetic CaptionsCode5
Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling?Code0
Action2Sound: Ambient-Aware Generation of Action Sounds from Egocentric Videos—0
LAFMA: A Latent Flow Matching Model for Text-to-Audio GenerationCode1
Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio—0
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
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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