Cover Image

Investigating the Effects of Diffusion-based Conditional Generative Speech Models Used for Speech Enhancement on Dysarthric Speech

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Reszka, Joanna, Janbakhshi, Parvaneh, Purohit, Tilak, Mohammadi, Sadegh
Format:	Preprint
Published:	2024
Subjects:	Audio and Speech Processing Machine Learning Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Objective and Subjective Evaluation of Diffusion-Based Speech Enhancement for Dysarthric Speech
by: de Groot, Dimme, et al.
Published: (2025)

Speech Enhancement and Dereverberation with Diffusion-based Generative Models
by: Richter, Julius, et al.
Published: (2022)

Investigating the Design Space of Diffusion Models for Speech Enhancement
by: Gonzalez, Philippe, et al.
Published: (2023)

Bone-conduction Guided Multimodal Speech Enhancement with Conditional Diffusion Models
by: Khanagha, Sina, et al.
Published: (2026)

Diffusion Buffer for Online Generative Speech Enhancement
by: Lay, Bunlong, et al.
Published: (2025)

An Analysis of the Variance of Diffusion-based Speech Enhancement
by: Lay, Bunlong, et al.
Published: (2024)

Training Data Augmentation for Dysarthric Automatic Speech Recognition by Text-to-Dysarthric-Speech Synthesis
by: Leung, Wing-Zin, et al.
Published: (2024)

Posterior Transition Modeling for Unsupervised Diffusion-Based Speech Enhancement
by: Sadeghi, Mostafa, et al.
Published: (2025)

Noise-aware Speech Enhancement using Diffusion Probabilistic Model
by: Hu, Yuchen, et al.
Published: (2023)

Extract and Diffuse: Latent Integration for Improved Diffusion-based Speech and Vocal Enhancement
by: Yang, Yudong, et al.
Published: (2024)

StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation
by: Lemercier, Jean-Marie, et al.
Published: (2022)

Diffusion-Based Speech Enhancement in Matched and Mismatched Conditions Using a Heun-Based Sampler
by: Gonzalez, Philippe, et al.
Published: (2023)

EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation
by: Richter, Julius, et al.
Published: (2024)

Diffusion Synthesizer for Efficient Multilingual Speech to Speech Translation
by: Hirschkind, Nameer, et al.
Published: (2024)

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model
by: Chen, Xueyuan, et al.
Published: (2025)

Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean Speech
by: de Oliveira, Danilo, et al.
Published: (2024)

Test-Time Training for Speech Enhancement
by: Behera, Avishkar, et al.
Published: (2025)

Unsupervised Rhythm and Voice Conversion to Improve ASR on Dysarthric Speech
by: Hajal, Karl El, et al.
Published: (2025)

Robust Cross-Etiology and Speaker-Independent Dysarthric Speech Recognition
by: Singh, Satwinder, et al.
Published: (2025)

Unsupervised Rhythm and Voice Conversion of Dysarthric to Healthy Speech for ASR
by: Hajal, Karl El, et al.
Published: (2025)

TaDiCodec: Text-aware Diffusion Speech Tokenizer for Speech Language Modeling
by: Wang, Yuancheng, et al.
Published: (2025)

Single and Few-step Diffusion for Generative Speech Enhancement
by: Lay, Bunlong, et al.
Published: (2023)

Autoregressive Speech Enhancement via Acoustic Tokens
by: Della Libera, Luca, et al.
Published: (2025)

Adaptive Slimming for Scalable and Efficient Speech Enhancement
by: Miccini, Riccardo, et al.
Published: (2025)

Scalable Speech Enhancement with Dynamic Channel Pruning
by: Miccini, Riccardo, et al.
Published: (2024)

The PESQetarian: On the Relevance of Goodhart's Law for Speech Enhancement
by: de Oliveira, Danilo, et al.
Published: (2024)

Probing Whisper for Dysarthric Speech in Detection and Assessment
by: Yue, Zhengjun, et al.
Published: (2025)

TRNet: Two-level Refinement Network leveraging Speech Enhancement for Noise Robust Speech Emotion Recognition
by: Chen, Chengxin, et al.
Published: (2024)

HiFi-Stream: Streaming Speech Enhancement with Generative Adversarial Networks
by: Dmitrieva, Ekaterina, et al.
Published: (2025)

Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition
by: Wagner, Dominik, et al.
Published: (2025)

LSTMSE-Net: Long Short Term Speech Enhancement Network for Audio-visual Speech Enhancement
by: Jain, Arnav, et al.
Published: (2024)

TextrolSpeech: A Text Style Control Speech Corpus With Codec Language Text-to-Speech Models
by: Ji, Shengpeng, et al.
Published: (2023)

Speech to Speech Synthesis for Voice Impersonation
by: Johnson, Bjorn, et al.
Published: (2026)

Are Modern Speech Enhancement Systems Vulnerable to Adversarial Attacks?
by: Makarov, Rostislav, et al.
Published: (2025)

DDTSE: Discriminative Diffusion Model for Target Speech Extraction
by: Zhang, Leying, et al.
Published: (2023)

Investigating Training Objectives for Generative Speech Enhancement
by: Richter, Julius, et al.
Published: (2024)

Diffusion-based Generative Modeling with Discriminative Guidance for Streamable Speech Enhancement
by: Li, Chenda, et al.
Published: (2024)

Pre-training Feature Guided Diffusion Model for Speech Enhancement
by: Yang, Yiyuan, et al.
Published: (2024)

Towards Sub-millisecond Latency Real-Time Speech Enhancement Models on Hearables
by: Dementyev, Artem, et al.
Published: (2024)

High-Fidelity Speech Enhancement via Discrete Audio Tokens
by: Lanzendörfer, Luca A., et al.
Published: (2025)