SOTAVerified

Audio Generation

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

( Image credit: MelNet )

Papers

Showing 1120 of 270 papers

TitleStatusHype
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference OptimizationCode5
AudioLCM: Text-to-Audio Generation with Latent Consistency ModelsCode5
InspireMusic: Integrating Super Resolution and Large Language Model for High-Fidelity Long-Form Music GenerationCode5
ThinkSound: Chain-of-Thought Reasoning in Multimodal Large Language Models for Audio Generation and EditingCode5
Enhancing Suno's Bark Text-to-Speech Model: Addressing Limitations Through Meta's Encodec and Pre-Trained HubertCode4
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised PretrainingCode4
Latent Swap Joint Diffusion for 2D Long-Form Latent GenerationCode4
AudioLDM: Text-to-Audio Generation with Latent Diffusion ModelsCode4
ArchiSound: Audio Generation with DiffusionCode4
FoleyCrafter: Bring Silent Videos to Life with Lifelike and Synchronized SoundsCode4
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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