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 211–220 of 270 papers

TitleStatusHype
MMMG: a Comprehensive and Reliable Evaluation Suite for Multitask Multimodal Generation—0
Modeling and Driving Human Body Soundfields through Acoustic Primitives—0
Music Source Separation in the Waveform Domain—0
Music Style Transfer With Diffusion Model—0
NDVQ: Robust Neural Audio Codec with Normal Distribution-Based Vector Quantization—0
Neural Granular Sound Synthesis—0
Nonparametric estimation of a factorizable density using diffusion models—0
NU-GAN: High resolution neural upsampling with GAN—0
On Target Representation in Continuous-output Neural Machine Translation—0
On the Design of Diffusion-based Neural Speech Codecs—0
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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