SOTAVerified

Audio Generation

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

( Image credit: MelNet )

Papers

Showing 21–30 of 270 papers

TitleStatusHype
ArchiSound: Audio Generation with DiffusionCode4
AudioLDM: Text-to-Audio Generation with Latent Diffusion ModelsCode4
OmniAudio: Generating Spatial Audio from 360-Degree VideoCode3
Movie Gen: A Cast of Media Foundation ModelsCode3
ESPnet-Codec: Comprehensive Training and Evaluation of Neural Codecs for Audio, Music, and SpeechCode3
Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language ModelCode3
Language-Codec: Bridging Discrete Codec Representations and Speech Language ModelsCode3
High-Fidelity Audio Compression with Improved RVQGANCode3
Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion ModelCode3
BigVGAN: A Universal Neural Vocoder with Large-Scale TrainingCode3
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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