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 251–270 of 270 papers

TitleStatusHype
Conditional WaveGANCode0
Audio Super Resolution using Neural NetworksCode0
Smoothed Dilated Convolutions for Improved Dense PredictionCode0
Conditional Diffusion Models with Classifier-Free Gibbs-like GuidanceCode0
AudioGenX: Explainability on Text-to-Audio Generative ModelsCode0
Audio inpainting of music by means of neural networksCode0
Assisted Sound Sample Generation with Musical Conditioning in Adversarial Auto-EncodersCode0
Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence ModellingCode0
Score and Lyrics-Free Singing Voice GenerationCode0
SampleRNN: An Unconditional End-to-End Neural Audio Generation ModelCode0
Retrieval-Augmented Neural Field for HRTF Upsampling and PersonalizationCode0
PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive PriorCode0
Challenge on Sound Scene Synthesis: Evaluating Text-to-Audio GenerationCode0
Music Source Separation in the Waveform DomainCode0
MuseCoco: Generating Symbolic Music from TextCode0
Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling?Code0
An Initial Exploration: Learning to Generate Realistic Audio for Silent VideoCode0
MelNet: A Generative Model for Audio in the Frequency DomainCode0
LVNS-RAVE: Diversified audio generation with RAVE and Latent Vector Novelty SearchCode0
GANSynth: Adversarial Neural Audio SynthesisCode0
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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