Image de couverture de livre

Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean Speech

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	de Oliveira, Danilo, Richter, Julius, Lemercier, Jean-Marie, Welker, Simon, Gerkmann, Timo
Format:	Preprint
Publié:	2024
Sujets:	Audio and Speech Processing Machine Learning Sound
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation
par: Lemercier, Jean-Marie, et autres
Publié: (2022)

Speech Enhancement and Dereverberation with Diffusion-based Generative Models
par: Richter, Julius, et autres
Publié: (2022)

Investigating Training Objectives for Generative Speech Enhancement
par: Richter, Julius, et autres
Publié: (2024)

The PESQetarian: On the Relevance of Goodhart's Law for Speech Enhancement
par: de Oliveira, Danilo, et autres
Publié: (2024)

LipDiffuser: Lip-to-Speech Generation with Conditional Diffusion Models
par: Richter, Julius, et autres
Publié: (2025)

Do We Need EMA for Diffusion-Based Speech Enhancement? Toward a Magnitude-Preserving Network Architecture
par: Richter, Julius, et autres
Publié: (2025)

Single and Few-step Diffusion for Generative Speech Enhancement
par: Lay, Bunlong, et autres
Publié: (2023)

Diffusion Models for Audio Restoration
par: Lemercier, Jean-Marie, et autres
Publié: (2024)

BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models
par: Moliner, Eloi, et autres
Publié: (2024)

Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models
par: Lemercier, Jean-Marie, et autres
Publié: (2024)

EMOCONV-DIFF: Diffusion-based Speech Emotion Conversion for Non-parallel and In-the-wild Data
par: Prabhu, Navin Raj, et autres
Publié: (2023)

Diffusion Buffer for Online Generative Speech Enhancement
par: Lay, Bunlong, et autres
Publié: (2025)

Are These Even Words? Quantifying the Gibberishness of Generative Speech Models
par: de Oliveira, Danilo, et autres
Publié: (2025)

EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation
par: Richter, Julius, et autres
Publié: (2024)

Wind Noise Reduction with a Diffusion-based Stochastic Regeneration Model
par: Lemercier, Jean-Marie, et autres
Publié: (2023)

An Analysis of the Variance of Diffusion-based Speech Enhancement
par: Lay, Bunlong, et autres
Publié: (2024)

ReverbFX: A Dataset of Room Impulse Responses Derived from Reverb Effect Plugins for Singing Voice Dereverberation
par: Richter, Julius, et autres
Publié: (2025)

Multi-channel Speech Separation Using Spatially Selective Deep Non-linear Filters
par: Tesch, Kristina, et autres
Publié: (2023)

Bone-conduction Guided Multimodal Speech Enhancement with Conditional Diffusion Models
par: Khanagha, Sina, et autres
Publié: (2026)

Real-Time Streaming Mel Vocoding with Generative Flow Matching
par: Welker, Simon, et autres
Publié: (2025)

HRTF Estimation using a Score-based Prior
par: Thuillier, Etienne, et autres
Publié: (2024)

Are Modern Speech Enhancement Systems Vulnerable to Adversarial Attacks?
par: Makarov, Rostislav, et autres
Publié: (2025)

A Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models
par: Zezario, Ryandhimas E., et autres
Publié: (2024)

Too Good to Be True: A Study on Modern Automatic Speech Recognition for the Evaluation of Speech Enhancement
par: de Oliveira, Danilo, et autres
Publié: (2026)

Self-Supervised Speech Quality Assessment (S3QA): Leveraging Speech Foundation Models for a Scalable Speech Quality Metric
par: Ogg, Mattson, et autres
Publié: (2025)

Steering Deep Non-Linear Spatially Selective Filters for Weakly Guided Extraction of Moving Speakers in Dynamic Scenarios
par: Kienegger, Jakob, et autres
Publié: (2025)

SCOREQ: Speech Quality Assessment with Contrastive Regression
par: Ragano, Alessandro, et autres
Publié: (2024)

Quality Assessment of Noisy and Enhanced Speech with Limited Data: UWB-NTIS System for VoiceMOS 2024
par: Kunešová, Marie, et autres
Publié: (2025)

A Multilingual Framework for Dysarthria: Detection, Severity Classification, Speech-to-Text, and Clean Speech Generation
par: Raghu, Ananya, et autres
Publié: (2025)

MOS-Bench: Benchmarking Generalization Abilities of Subjective Speech Quality Assessment Models
par: Huang, Wen-Chin, et autres
Publié: (2024)

Universal Preference-Score-based Pairwise Speech Quality Assessment
par: Shi, Yu-Fei, et autres
Publié: (2025)

NOMAD: Unsupervised Learning of Perceptual Embeddings for Speech Enhancement and Non-matching Reference Audio Quality Assessment
par: Ragano, Alessandro, et autres
Publié: (2023)

A Fast Solver for Interpolating Stochastic Differential Equation Diffusion Models for Speech Restoration
par: Lay, Bunlong, et autres
Publié: (2026)

Unifying Listener Scoring Scales: Comparison Learning Framework for Speech Quality Assessment and Continuous Speech Emotion Recognition
par: Hu, Cheng-Hung, et autres
Publié: (2025)

Generative Speech Foundation Model Pretraining for High-Quality Speech Extraction and Restoration
par: Ku, Pin-Jui, et autres
Publié: (2024)

Accelerating Diffusion-based Text-to-Speech Model Training with Dual Modality Alignment
par: Choi, Jeongsoo, et autres
Publié: (2025)

Autoregressive Guidance of Deep Spatially Selective Filters using Bayesian Tracking for Efficient Extraction of Moving Speakers
par: Kienegger, Jakob, et autres
Publié: (2026)

Adaptive Rotary Steering with Joint Autoregression for Robust Extraction of Closely Moving Speakers in Dynamic Scenarios
par: Kienegger, Jakob, et autres
Publié: (2026)

MambaRate: Speech Quality Assessment Across Different Sampling Rates
par: Kakoulidis, Panos, et autres
Publié: (2025)

Objective and Subjective Evaluation of Diffusion-Based Speech Enhancement for Dysarthric Speech
par: de Groot, Dimme, et autres
Publié: (2025)