SOTAVerified

Audio Generation

Audio generation (synthesis) is the task of generating raw audio such as speech.

( Image credit: MelNet )

Papers

Showing 5175 of 270 papers

TitleStatusHype
WavJourney: Compositional Audio Creation with Large Language ModelsCode2
Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion ModelsCode2
Diffsound: Discrete Diffusion Model for Text-to-sound GenerationCode2
Symphony Generation with Permutation Invariant Language ModelCode2
DDSP: Differentiable Digital Signal ProcessingCode2
BemaGANv2: A Tutorial and Comparative Survey of GAN-based Vocoders for Long-Term Audio GenerationCode1
Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory PerceptionCode1
Enhance Generation Quality of Flow Matching V2A Model via Multi-Step CoT-Like Guidance and Combined Preference OptimizationCode1
ADIFF: Explaining audio difference using natural languageCode1
RiTTA: Modeling Event Relations in Text-to-Audio GenerationCode1
Tell What You Hear From What You See -- Video to Audio Generation Through TextCode1
From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and GenerationCode1
Temporally Aligned Audio for Video with AutoregressionCode1
Nested Music Transformer: Sequentially Decoding Compound Tokens in Symbolic Music and Audio GenerationCode1
MMTrail: A Multimodal Trailer Video Dataset with Language and Music DescriptionsCode1
LiteFocus: Accelerated Diffusion Inference for Long Audio SynthesisCode1
Read, Watch and Scream! Sound Generation from Text and VideoCode1
LAFMA: A Latent Flow Matching Model for Text-to-Audio GenerationCode1
LLMBind: A Unified Modality-Task Integration FrameworkCode1
Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based ControlsCode1
T-FOLEY: A Controllable Waveform-Domain Diffusion Model for Temporal-Event-Guided Foley Sound SynthesisCode1
Speech collage: code-switched audio generation by collaging monolingual corporaCode1
Invisible Watermarking for Audio Generation Diffusion ModelsCode1
ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency DistillationCode1
V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation ModelsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AudioGenFD_openl3185.53Unverified
2AudioLDM2-largeFD_openl3158.04Unverified
3Stable Audio 2.0FD_openl3110.62Unverified
4Stable AudioFD_openl3103.66Unverified
5ETTAFD_openl380.13Unverified
6TangoFlux-baseFD_openl379.7Unverified
7Stable Audio OpenFD_openl378.24Unverified
8TangoFluxFD_openl375.1Unverified
9ETTA-FT-AC-100kFD_openl361.79Unverified
10DiffsoundFAD7.75Unverified
#ModelMetricClaimedVerifiedStatus
1VAB-Encodec (Ours)Bits per byte40Unverified
2Sparse Transformer 152M (strided)Bits per byte1.97Unverified
#ModelMetricClaimedVerifiedStatus
1SymphonyNet Human listening average results3.5Unverified