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 101–150 of 270 papers

TitleStatusHype
Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence ModellingCode0
An Initial Exploration: Learning to Generate Realistic Audio for Silent VideoCode0
Smoothed Dilated Convolutions for Improved Dense PredictionCode0
Score and Lyrics-Free Singing Voice GenerationCode0
PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive PriorCode0
Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling?Code0
Audio Super Resolution using Neural NetworksCode0
LVNS-RAVE: Diversified audio generation with RAVE and Latent Vector Novelty SearchCode0
Retrieval-Augmented Neural Field for HRTF Upsampling and PersonalizationCode0
Sounding Video Generator: A Unified Framework for Text-guided Sounding Video GenerationCode0
Conditional Diffusion Models with Classifier-Free Gibbs-like GuidanceCode0
Challenge on Sound Scene Synthesis: Evaluating Text-to-Audio GenerationCode0
MelNet: A Generative Model for Audio in the Frequency DomainCode0
Music Source Separation in the Waveform DomainCode0
Conditional WaveGANCode0
Adversarial Generation of Time-Frequency Features with application in audio synthesisCode0
Stochastic Diffusion: A Diffusion Probabilistic Model for Stochastic Time Series ForecastingCode0
Audio inpainting of music by means of neural networksCode0
MuseCoco: Generating Symbolic Music from TextCode0
AudioGenX: Explainability on Text-to-Audio Generative ModelsCode0
Assisted Sound Sample Generation with Musical Conditioning in Adversarial Auto-EncodersCode0
SampleRNN: An Unconditional End-to-End Neural Audio Generation ModelCode0
XMAD-Bench: Cross-Domain Multilingual Audio Deepfake BenchmarkCode0
GANSynth: Adversarial Neural Audio SynthesisCode0
Text Prompt is Not Enough: Sound Event Enhanced Prompt Adapter for Target Style Audio Generation—0
Text-to-Audio Generation Synchronized with Videos—0
The NPU-HWC System for the ISCSLP 2024 Inspirational and Convincing Audio Generation Challenge—0
The Rarity of Musical Audio Signals Within the Space of Possible Audio Generation—0
tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models—0
Towards efficient quantum algorithms for diffusion probability models—0
Transferring neural speech waveform synthesizers to musical instrument sounds generation—0
Tri-Ergon: Fine-grained Video-to-Audio Generation with Multi-modal Conditions and LUFS Control—0
Unified Cross-modal Translation of Score Images, Symbolic Music, and Performance Audio—0
UniForm: A Unified Multi-Task Diffusion Transformer for Audio-Video Generation—0
(Un)paired signal-to-signal translation with 1D conditional GANs—0
Video-Foley: Two-Stage Video-To-Sound Generation via Temporal Event Condition For Foley Sound—0
Video-Guided Foley Sound Generation with Multimodal Controls—0
Video-to-Audio Generation with Fine-grained Temporal Semantics—0
Video-to-Audio Generation with Hidden Alignment—0
VinTAGe: Joint Video and Text Conditioning for Holistic Audio Generation—0
ViSAGe: Video-to-Spatial Audio Generation—0
Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation—0
Visually Informed Binaural Audio Generation without Binaural Audios—0
Voice command generation using Progressive Wavegans—0
VoiceDiT: Dual-Condition Diffusion Transformer for Environment-Aware Speech Synthesis—0
Wasserstein Convergence of Score-based Generative Models under Semiconvexity and Discontinuous Gradients—0
YingSound: Video-Guided Sound Effects Generation with Multi-modal Chain-of-Thought Controls—0
Multimodal Cinematic Video Synthesis Using Text-to-Image and Audio Generation Models—0
A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions—0
Action2Sound: Ambient-Aware Generation of Action Sounds from Egocentric Videos—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