GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Yao, Jixun, Liu, Hexin, Chen, Chen, Hu, Yuchen, Chng, EngSiong, Xie, Lei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
EASY: Emotion-aware Speaker Anonymization via Factorized Distillation
by: Yao, Jixun, et al.
Published: (2025)
by: Yao, Jixun, et al.
Published: (2025)
Noise-aware Speech Enhancement using Diffusion Probabilistic Model
by: Hu, Yuchen, et al.
Published: (2023)
by: Hu, Yuchen, et al.
Published: (2023)
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR
by: Hu, Yuchen, et al.
Published: (2023)
by: Hu, Yuchen, et al.
Published: (2023)
Noise-Aware Speech Separation with Contrastive Learning
by: Zhang, Zizheng, et al.
Published: (2023)
by: Zhang, Zizheng, et al.
Published: (2023)
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators
by: Hu, Yuchen, et al.
Published: (2024)
by: Hu, Yuchen, et al.
Published: (2024)
Summary on The Multilingual Conversational Speech Language Model Challenge: Datasets, Tasks, Baselines, and Methods
by: Mu, Bingshen, et al.
Published: (2025)
by: Mu, Bingshen, et al.
Published: (2025)
Robust Zero-Shot Text-to-Speech Synthesis with Reverse Inference Optimization
by: Hu, Yuchen, et al.
Published: (2024)
by: Hu, Yuchen, et al.
Published: (2024)
UniArray: Unified Spectral-Spatial Modeling for Array-Geometry-Agnostic Speech Separation
by: Chen, Weiguang, et al.
Published: (2025)
by: Chen, Weiguang, et al.
Published: (2025)
MPO: Multidimensional Preference Optimization for Language Model-based Text-to-Speech
by: Xia, Kangxiang, et al.
Published: (2025)
by: Xia, Kangxiang, et al.
Published: (2025)
Audio Large Language Models Can Be Descriptive Speech Quality Evaluators
by: Chen, Chen, et al.
Published: (2025)
by: Chen, Chen, et al.
Published: (2025)
Enhancing Zero-shot Text-to-Speech Synthesis with Human Feedback
by: Chen, Chen, et al.
Published: (2024)
by: Chen, Chen, et al.
Published: (2024)
Hierarchical Self-Supervised Representation Learning for Depression Detection from Speech
by: Li, Yuxin, et al.
Published: (2025)
by: Li, Yuxin, et al.
Published: (2025)
Dataset-Distillation Generative Model for Speech Emotion Recognition
by: Ritter-Gutierrez, Fabian, et al.
Published: (2024)
by: Ritter-Gutierrez, Fabian, et al.
Published: (2024)
Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model
by: Ma, Ziyang, et al.
Published: (2025)
by: Ma, Ziyang, et al.
Published: (2025)
Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models
by: Hu, Yuchen, et al.
Published: (2024)
by: Hu, Yuchen, et al.
Published: (2024)
S2ST-Omni: Hierarchical Language-Aware SpeechLLM Adaptation for Multilingual Speech-to-Speech Translation
by: Pan, Yu, et al.
Published: (2025)
by: Pan, Yu, et al.
Published: (2025)
LlamaPartialSpoof: An LLM-Driven Fake Speech Dataset Simulating Disinformation Generation
by: Luong, Hieu-Thi, et al.
Published: (2024)
by: Luong, Hieu-Thi, et al.
Published: (2024)
Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR
by: Peng, Yizhou, et al.
Published: (2025)
by: Peng, Yizhou, et al.
Published: (2025)
Speech Enhancement Using Continuous Embeddings of Neural Audio Codec
by: Li, Haoyang, et al.
Published: (2025)
by: Li, Haoyang, et al.
Published: (2025)
Robust Localization of Partially Fake Speech: Metrics and Out-of-Domain Evaluation
by: Luong, Hieu-Thi, et al.
Published: (2025)
by: Luong, Hieu-Thi, et al.
Published: (2025)
Bridging Speech and Text: Enhancing ASR with Pinyin-to-Character Pre-training in LLMs
by: Yuhang, Yang, et al.
Published: (2024)
by: Yuhang, Yang, et al.
Published: (2024)
Analysis of Speaker Verification Performance Trade-offs with Neural Audio Codec Transmission
by: Thakur, Nirmalya Mallick, et al.
Published: (2025)
by: Thakur, Nirmalya Mallick, et al.
Published: (2025)
Towards Audio Codec-based Speech Separation
by: Yip, Jia Qi, et al.
Published: (2024)
by: Yip, Jia Qi, et al.
Published: (2024)
StreamFlow: Streaming Flow Matching with Block-wise Guided Attention Mask for Speech Token Decoding
by: Guo, Dake, et al.
Published: (2025)
by: Guo, Dake, et al.
Published: (2025)
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
by: Hu, Yuchen, et al.
Published: (2024)
by: Hu, Yuchen, et al.
Published: (2024)
From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models
by: Mu, Zhaoxi, et al.
Published: (2025)
by: Mu, Zhaoxi, et al.
Published: (2025)
Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection
by: Truong, Duc-Tuan, et al.
Published: (2024)
by: Truong, Duc-Tuan, et al.
Published: (2024)
The ICASSP 2026 Automatic Song Aesthetics Evaluation Challenge
by: Ma, Guobin, et al.
Published: (2026)
by: Ma, Guobin, et al.
Published: (2026)
Room Impulse Responses help attackers to evade Deep Fake Detection
by: Luong, Hieu-Thi, et al.
Published: (2024)
by: Luong, Hieu-Thi, et al.
Published: (2024)
MeanFlowSE: One-Step Generative Speech Enhancement via MeanFlow
by: Zhu, Yike, et al.
Published: (2025)
by: Zhu, Yike, et al.
Published: (2025)
Continual Learning Optimizations for Auto-regressive Decoder of Multilingual ASR systems
by: Kwok, Chin Yuen, et al.
Published: (2024)
by: Kwok, Chin Yuen, et al.
Published: (2024)
Word-Level Emotional Expression Control in Zero-Shot Text-to-Speech Synthesis
by: Wang, Tianrui, et al.
Published: (2025)
by: Wang, Tianrui, et al.
Published: (2025)
Large Language Models are Efficient Learners of Noise-Robust Speech Recognition
by: Hu, Yuchen, et al.
Published: (2024)
by: Hu, Yuchen, et al.
Published: (2024)
Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding
by: Ng, Dianwen, et al.
Published: (2025)
by: Ng, Dianwen, et al.
Published: (2025)
Emphasized Non-Target Speaker Knowledge in Knowledge Distillation for Automatic Speaker Verification
by: Truong, Duc-Tuan, et al.
Published: (2023)
by: Truong, Duc-Tuan, et al.
Published: (2023)
Enhancing Non-Core Language Instruction-Following in Speech LLMs via Semi-Implicit Cross-Lingual CoT Reasoning
by: Xue, Hongfei, et al.
Published: (2025)
by: Xue, Hongfei, et al.
Published: (2025)
Fine-grained Preference Optimization Improves Zero-shot Text-to-Speech
by: Yao, Jixun, et al.
Published: (2025)
by: Yao, Jixun, et al.
Published: (2025)
Aligning Generative Speech Enhancement with Perceptual Feedback
by: Li, Haoyang, et al.
Published: (2025)
by: Li, Haoyang, et al.
Published: (2025)
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement
by: Wang, Chengzhong, et al.
Published: (2024)
by: Wang, Chengzhong, et al.
Published: (2024)
A Semantic Information-based Hierarchical Speech Enhancement Method Using Factorized Codec and Diffusion Model
by: Xiang, Yang, et al.
Published: (2025)
by: Xiang, Yang, et al.
Published: (2025)
Similar Items
-
EASY: Emotion-aware Speaker Anonymization via Factorized Distillation
by: Yao, Jixun, et al.
Published: (2025) -
Noise-aware Speech Enhancement using Diffusion Probabilistic Model
by: Hu, Yuchen, et al.
Published: (2023) -
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR
by: Hu, Yuchen, et al.
Published: (2023) -
Noise-Aware Speech Separation with Contrastive Learning
by: Zhang, Zizheng, et al.
Published: (2023) -
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators
by: Hu, Yuchen, et al.
Published: (2024)