SOTAVerified

Audio Generation

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

( Image credit: MelNet )

Papers

Showing 4150 of 270 papers

TitleStatusHype
Diffsound: Discrete Diffusion Model for Text-to-sound GenerationCode2
RingFormer: A Neural Vocoder with Ring Attention and Convolution-Augmented TransformerCode2
Audio Deepfake Detection with Self-Supervised XLS-R and SLS ClassifierCode2
PodAgent: A Comprehensive Framework for Podcast GenerationCode2
Auffusion: Leveraging the Power of Diffusion and Large Language Models for Text-to-Audio GenerationCode2
Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow MatchingCode2
Baichuan-Omni-1.5 Technical ReportCode2
Efficient Autoregressive Audio Modeling via Next-Scale PredictionCode2
KAD: No More FAD! An Effective and Efficient Evaluation Metric for Audio GenerationCode2
SEE-2-SOUND: Zero-Shot Spatial Environment-to-Spatial SoundCode2
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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