Copertina

URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Zhang, Wangyou, Scheibler, Robin, Saijo, Kohei, Cornell, Samuele, Li, Chenda, Ni, Zhaoheng, Kumar, Anurag, Pirklbauer, Jan, Sach, Marvin, Watanabe, Shinji, Fingscheidt, Tim, Qian, Yanmin
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Audio and Speech Processing Sound
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Interspeech 2025 URGENT Speech Enhancement Challenge
di: Saijo, Kohei, et al.
Pubblicazione: (2025)

ICASSP 2026 URGENT Speech Enhancement Challenge
di: Li, Chenda, et al.
Pubblicazione: (2026)

Lessons Learned from the URGENT 2024 Speech Enhancement Challenge
di: Zhang, Wangyou, et al.
Pubblicazione: (2025)

P.808 Multilingual Speech Enhancement Testing: Approach and Results of URGENT 2025 Challenge
di: Sach, Marvin, et al.
Pubblicazione: (2025)

URGENT-PK: Perceptually-Aligned Ranking Model Designed for Speech Enhancement Competition
di: Wang, Jiahe, et al.
Pubblicazione: (2025)

Less is More: Data Curation Matters in Scaling Speech Enhancement
di: Li, Chenda, et al.
Pubblicazione: (2025)

Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech Enhancement
di: Zhang, Wangyou, et al.
Pubblicazione: (2024)

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

Toward Universal Speech Enhancement for Diverse Input Conditions
di: Zhang, Wangyou, et al.
Pubblicazione: (2023)

Improving Speech Enhancement with Multi-Metric Supervision from Learned Quality Assessment
di: Wang, Wei, et al.
Pubblicazione: (2025)

Scale This, Not That: Investigating Key Dataset Attributes for Efficient Speech Enhancement Scaling
di: Zhang, Leying, et al.
Pubblicazione: (2024)

UrgentMOS: Unified Multi-Metric and Preference Learning for Robust Speech Quality Assessment
di: Wang, Wei, et al.
Pubblicazione: (2026)

Improving Design of Input Condition Invariant Speech Enhancement
di: Zhang, Wangyou, et al.
Pubblicazione: (2024)

Non-Causal to Causal SSL-Supported Transfer Learning: Towards a High-Performance Low-Latency Speech Vocoder
di: Shi, Renzheng, et al.
Pubblicazione: (2024)

MeanSE: Efficient Generative Speech Enhancement with Mean Flows
di: Wang, Jiahe, et al.
Pubblicazione: (2025)

Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech Recognition
di: Cornell, Samuele, et al.
Pubblicazione: (2024)

PURE Codec: Progressive Unfolding of Residual Entropy for Speech Codec Learning
di: Shi, Jiatong, et al.
Pubblicazione: (2025)

The CHiME-8 DASR Challenge for Generalizable and Array Agnostic Distant Automatic Speech Recognition and Diarization
di: Cornell, Samuele, et al.
Pubblicazione: (2024)

MAPSS: Manifold-based Assessment of Perceptual Source Separation
di: Ivry, Amir, et al.
Pubblicazione: (2025)

DisContSE: Single-Step Diffusion Speech Enhancement Based on Joint Discrete and Continuous Embeddings
di: Fu, Yihui, et al.
Pubblicazione: (2026)

Universal Score-based Speech Enhancement with High Content Preservation
di: Scheibler, Robin, et al.
Pubblicazione: (2024)

SpeechComposer: Unifying Multiple Speech Tasks with Prompt Composition
di: Wu, Yihan, et al.
Pubblicazione: (2024)

Advanced Zero-Shot Text-to-Speech for Background Removal and Preservation with Controllable Masked Speech Prediction
di: Zhang, Leying, et al.
Pubblicazione: (2025)

Exploiting Noise Inseparability for Weakly-Supervised Discriminative Speech Denoising Using Noisy Targets
di: Maciejewski, Matthew, et al.
Pubblicazione: (2026)

Ring Mixing with Auxiliary Signal-to-Consistency-Error Ratio Loss for Unsupervised Denoising in Speech Separation
di: Maciejewski, Matthew, et al.
Pubblicazione: (2026)

Cross-Talk Speech Reduction, by Separation, for Separation
di: Wang, Zhong-Qiu, et al.
Pubblicazione: (2026)

The CMU-AIST submission for the ICME 2025 Audio Encoder Challenge
di: Bharadwaj, Shikhar, et al.
Pubblicazione: (2026)

TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement
di: Saijo, Kohei, et al.
Pubblicazione: (2024)

FUSE: Universal Speech Enhancement using Multi-Stage Fusion of Sparse Compression and Token Generation Models for the URGENT 2025 Challenge
di: Goswami, Nabarun, et al.
Pubblicazione: (2025)

Representation-Regularized Convolutional Audio Transformer for Audio Understanding
di: Han, Bing, et al.
Pubblicazione: (2026)

Mind the Gap: Impact of Synthetic Conversational Data on Multi-Talker ASR and Speaker Diarization
di: Polok, Alexander, et al.
Pubblicazione: (2026)

Input-Adaptive Spectral Feature Compression by Sequence Modeling for Source Separation
di: Saijo, Kohei, et al.
Pubblicazione: (2026)

Is MixIT Really Unsuitable for Correlated Sources? Exploring MixIT for Unsupervised Pre-training in Music Source Separation
di: Saijo, Kohei, et al.
Pubblicazione: (2025)

ArrayDPS-Refine: Generative Refinement of Discriminative Multi-Channel Speech Enhancement
di: Xu, Zhongweiyang, et al.
Pubblicazione: (2026)

Who Spoke What When? Evaluating Spoken Language Models for Conversational ASR with Semantic and Overlap-Aware Metrics
di: Tawara, Naohiro, et al.
Pubblicazione: (2026)

A Comparative Study on Positional Encoding for Time-frequency Domain Dual-path Transformer-based Source Separation Models
di: Saijo, Kohei, et al.
Pubblicazione: (2025)

Unified Diffusion Refinement for Multi-Channel Speech Enhancement and Separation
di: Xu, Zhongweiyang, et al.
Pubblicazione: (2026)

An Empirical Study on the Impact of Positional Encoding in Transformer-based Monaural Speech Enhancement
di: Zhang, Qiquan, et al.
Pubblicazione: (2024)

ARECHO: Autoregressive Evaluation via Chain-Based Hypothesis Optimization for Speech Multi-Metric Estimation
di: Shi, Jiatong, et al.
Pubblicazione: (2025)

Recent Trends in Distant Conversational Speech Recognition: A Review of CHiME-7 and 8 DASR Challenges
di: Cornell, Samuele, et al.
Pubblicazione: (2025)