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 151–200 of 270 papers

TitleStatusHype
Video-Guided Foley Sound Generation with Multimodal Controls—0
PerceiverS: A Multi-Scale Perceiver with Effective Segmentation for Long-Term Expressive Symbolic Music Generation—0
Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation—0
The NPU-HWC System for the ISCSLP 2024 Inspirational and Convincing Audio Generation Challenge—0
Challenge on Sound Scene Synthesis: Evaluating Text-to-Audio GenerationCode0
Both Ears Wide Open: Towards Language-Driven Spatial Audio Generation—0
Did You Hear That? Introducing AADG: A Framework for Generating Benchmark Data in Audio Anomaly Detection—0
Audio-Agent: Leveraging LLMs For Audio Generation, Editing and Composition—0
MDSGen: Fast and Efficient Masked Diffusion Temporal-Aware Transformers for Open-Domain Sound Generation—0
Analyzing and Mitigating Inconsistency in Discrete Audio Tokens for Neural Codec Language Models—0
Video-to-Audio Generation with Fine-grained Temporal Semantics—0
PTQ4ADM: Post-Training Quantization for Efficient Text Conditional Audio Diffusion Models—0
AudioComposer: Towards Fine-grained Audio Generation with Natural Language Descriptions—0
NDVQ: Robust Neural Audio Codec with Normal Distribution-Based Vector Quantization—0
Learning Source Disentanglement in Neural Audio Codec—0
EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer—0
Text Prompt is Not Enough: Sound Event Enhanced Prompt Adapter for Target Style Audio Generation—0
MetaBGM: Dynamic Soundtrack Transformation For Continuous Multi-Scene Experiences With Ambient Awareness And Personalization—0
Applications and Advances of Artificial Intelligence in Music Generation:A Review—0
Video-Foley: Two-Stage Video-To-Sound Generation via Temporal Event Condition For Foley Sound—0
Demystifying the Communication Characteristics for Distributed Transformer Models—0
Connective Viewpoints of Signal-to-Noise Diffusion Models—0
Braille-to-Speech Generator: Audio Generation Based on Joint Fine-Tuning of CLIP and Fastspeech2—0
Modeling and Driving Human Body Soundfields through Acoustic Primitives—0
MEDIC: Zero-shot Music Editing with Disentangled Inversion Control—0
Video-to-Audio Generation with Hidden Alignment—0
SOAF: Scene Occlusion-aware Neural Acoustic Field—0
Provable Statistical Rates for Consistency Diffusion Models—0
Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling?Code0
Action2Sound: Ambient-Aware Generation of Action Sounds from Egocentric Videos—0
Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio—0
AV-DiT: Efficient Audio-Visual Diffusion Transformer for Joint Audio and Video Generation—0
Autoregressive Diffusion Transformer for Text-to-Speech Synthesis—0
Stochastic Diffusion: A Diffusion Probabilistic Model for Stochastic Time Series ForecastingCode0
Creative Text-to-Audio Generation via Synthesizer Programming—0
A Survey of Deep Learning Audio Generation Methods—0
C3LLM: Conditional Multimodal Content Generation Using Large Language Models—0
Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation—0
The Rarity of Musical Audio Signals Within the Space of Possible Audio Generation—0
Prompt-guided Precise Audio Editing with Diffusion Models—0
Leveraging AI to Generate Audio for User-generated Content in Video Games—0
Music Style Transfer With Diffusion Model—0
LVNS-RAVE: Diversified audio generation with RAVE and Latent Vector Novelty SearchCode0
LD-Pruner: Efficient Pruning of Latent Diffusion Models using Task-Agnostic Insights—0
Synthetic training set generation using text-to-audio models for environmental sound classification—0
Text-to-Audio Generation Synchronized with Videos—0
(Un)paired signal-to-signal translation with 1D conditional GANs—0
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models—0
Seeing and Hearing: Open-domain Visual-Audio Generation with Diffusion Latent Aligners—0
Classification Diffusion Models: Revitalizing Density Ratio Estimation—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