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Diffusion Models

4,421 papers

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Papers

Pre-training Feature Guided Diffusion Model for Speech Enhancement INTERSPEECH 2024
Guided conditioning with predictive network on score-based diffusion model for speech enhancement INTERSPEECH 2024
DualPure: An Efficient Adversarial Purification Method for Speech Command Recognition INTERSPEECH 2024
Locally Aligned Rectified Flow Model for Speech Enhancement Towards Single-Step Diffusion INTERSPEECH 2024
Diffusion Gaussian Mixture Audio Denoise INTERSPEECH 2024
An Analysis of the Variance of Diffusion-based Speech Enhancement INTERSPEECH 2024
FlowAVSE: Efficient Audio-Visual Speech Enhancement with Conditional Flow Matching INTERSPEECH 2024
Complex Image-Generative Diffusion Transformer for Audio Denoising INTERSPEECH 2024
ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation INTERSPEECH 2024
Audio Editing with Non-Rigid Text Prompts INTERSPEECH 2024
Cross-Modality Diffusion Modeling and Sampling for Speech Recognition INTERSPEECH 2024
SimpleSpeech: Towards Simple and Efficient Text-to-Speech with Scalar Latent Transformer Diffusion Models INTERSPEECH 2024
Exploring the Robustness of Text-to-Speech Synthesis Based on Diffusion Probabilistic Models to Heavily Noisy Transcriptions INTERSPEECH 2024
VoiceTailor: Lightweight Plug-In Adapter for Diffusion-Based Personalized Text-to-Speech INTERSPEECH 2024
DiffVC+: Improving Diffusion-based Voice Conversion for Speaker Anonymization INTERSPEECH 2024
LAFMA: A Latent Flow Matching Model for Text-to-Audio Generation INTERSPEECH 2024
LiteFocus: Accelerated Diffusion Inference for Long Audio Synthesis INTERSPEECH 2024
Speak in the Scene: Diffusion-based Acoustic Scene Transfer toward Immersive Speech Generation INTERSPEECH 2024
From continuous-time formulations to discretization schemes: tensor trains and robust regression for BSDEs and parabolic PDEs JMLR 2024
Gaussian Interpolation Flows JMLR 2024
Infinite-Dimensional Diffusion Models JMLR 2024
Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation NAACL 2024
IPED: An Implicit Perspective for Relational Triple Extraction based on Diffusion Model NAACL 2024
LanguageFlow: Advancing Diffusion Language Generation with Probabilistic Flows NAACL 2024
Empowering Diffusion Models on the Embedding Space for Text Generation NAACL 2024