Copertina

An Investigation of Incorporating Mamba for Speech Enhancement

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Chao, Rong, Cheng, Wen-Huang, La Quatra, Moreno, Siniscalchi, Sabato Marco, Yang, Chao-Han Huck, Fu, Szu-Wei, Tsao, Yu
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Sound Artificial Intelligence Audio and Speech Processing
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Exploiting Consistency-Preserving Loss and Perceptual Contrast Stretching to Boost SSL-based Speech Enhancement
di: Khan, Muhammad Salman, et al.
Pubblicazione: (2024)

Universal Speech Enhancement with Regression and Generative Mamba
di: Chao, Rong, et al.
Pubblicazione: (2025)

Leveraging Mamba with Full-Face Vision for Audio-Visual Speech Enhancement
di: Chao, Rong, et al.
Pubblicazione: (2025)

voc2vec: A Foundation Model for Non-Verbal Vocalization
di: Koudounas, Alkis, et al.
Pubblicazione: (2025)

Hallucination Benchmark for Speech Foundation Models
di: Koudounas, Alkis, et al.
Pubblicazione: (2025)

FlanEC: Exploring Flan-T5 for Post-ASR Error Correction
di: La Quatra, Moreno, et al.
Pubblicazione: (2025)

Variational Bayesian Adaptive Learning of Deep Latent Variables for Acoustic Knowledge Transfer
di: Hu, Hu, et al.
Pubblicazione: (2025)

Few-Shot and Pseudo-Label Guided Speech Quality Evaluation with Large Language Models
di: Zezario, Ryandhimas E., et al.
Pubblicazione: (2026)

Benchmarking Representations for Speech, Music, and Acoustic Events
di: La Quatra, Moreno, et al.
Pubblicazione: (2024)

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

An Explicit Consistency-Preserving Loss Function for Phase Reconstruction and Speech Enhancement
di: Ku, Pin-Jui, et al.
Pubblicazione: (2024)

A Study on Incorporating Whisper for Robust Speech Assessment
di: Zezario, Ryandhimas E., et al.
Pubblicazione: (2023)

Feature Importance across Domains for Improving Non-Intrusive Speech Intelligibility Prediction in Hearing Aids
di: Zezario, Ryandhimas E., et al.
Pubblicazione: (2025)

Bayesian adaptive learning to latent variables via Variational Bayes and Maximum a Posteriori
di: Hu, Hu, et al.
Pubblicazione: (2024)

Bilingual Dual-Head Deep Model for Parkinson's Disease Detection from Speech
di: La Quatra, Moreno, et al.
Pubblicazione: (2025)

Detecting the Undetectable: Assessing the Efficacy of Current Spoof Detection Methods Against Seamless Speech Edits
di: Huang, Sung-Feng, et al.
Pubblicazione: (2025)

Robust Audio-Visual Speech Enhancement: Correcting Misassignments in Complex Environments with Advanced Post-Processing
di: Ren, Wenze, et al.
Pubblicazione: (2024)

Exploring Generative Error Correction for Dysarthric Speech Recognition
di: La Quatra, Moreno, et al.
Pubblicazione: (2025)

Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement
di: Ren, Wenze, et al.
Pubblicazione: (2024)

Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech
di: Fu, Szu-Wei, et al.
Pubblicazione: (2024)

Exploiting Foundation Models and Speech Enhancement for Parkinson's Disease Detection from Speech in Real-World Operative Conditions
di: La Quatra, Moreno, et al.
Pubblicazione: (2024)

It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition
di: Chen, Chen, et al.
Pubblicazione: (2024)

The VoiceMOS Challenge 2024: Beyond Speech Quality Prediction
di: Huang, Wen-Chin, et al.
Pubblicazione: (2024)

Towards Robust Assessment of Pathological Voices via Combined Low-Level Descriptors and Foundation Model Representations
di: Ariyanti, Whenty, et al.
Pubblicazione: (2025)

Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition
di: Yen, Hao, et al.
Pubblicazione: (2024)

DeSTA2: Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data
di: Lu, Ke-Han, et al.
Pubblicazione: (2024)

An Investigation on Combining Geometry and Consistency Constraints into Phase Estimation for Speech Enhancement
di: Ho, Chun-Wei, et al.
Pubblicazione: (2025)

Bridging the Gap: Integrating Pre-trained Speech Enhancement and Recognition Models for Robust Speech Recognition
di: Wang, Kuan-Chen, et al.
Pubblicazione: (2024)

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset
di: Koudounas, Alkis, et al.
Pubblicazione: (2025)

Plugin Speech Enhancement: A Universal Speech Enhancement Framework Inspired by Dynamic Neural Network
di: Chen, Yanan, et al.
Pubblicazione: (2024)

Generative Speech Foundation Model Pretraining for High-Quality Speech Extraction and Restoration
di: Ku, Pin-Jui, et al.
Pubblicazione: (2024)

Audio-Visual Speech Enhancement in Noisy Environments via Emotion-Based Contextual Cues
di: Hussain, Tassadaq, et al.
Pubblicazione: (2024)

Schrödinger Bridge Mamba for One-Step Speech Enhancement
di: Yang, Jing, et al.
Pubblicazione: (2025)

Mamba-SEUNet: Mamba UNet for Monaural Speech Enhancement
di: Wang, Junyu, et al.
Pubblicazione: (2024)

Leveraging Local and Global Knowledge Integration with Time-Frequency Calibrated Distillation for Speech Enhancement
di: Cheng, Jiaming, et al.
Pubblicazione: (2025)

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

Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features
di: Zezario, Ryandhimas E., et al.
Pubblicazione: (2021)

Benchmarking Japanese Speech Recognition on ASR-LLM Setups with Multi-Pass Augmented Generative Error Correction
di: Ko, Yuka, et al.
Pubblicazione: (2024)

Towards Environmental Preference Based Speech Enhancement For Individualised Multi-Modal Hearing Aids
di: Kirton-Wingate, Jasper, et al.
Pubblicazione: (2024)

MC-SEMamba: A Simple Multi-channel Extension of SEMamba
di: Ting, Wen-Yuan, et al.
Pubblicazione: (2024)