Copertina

MoE Adapter for Large Audio Language Models: Sparsity, Disentanglement, and Gradient-Conflict-Free

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Lei, Yishu, He, Shuwei, Hu, Jing, Zhang, Dan, Luo, Xianlong, Zhu, Danxiang, Feng, Shikun, Liu, Rui, He, Jingzhou, Sun, Yu, Wu, Hua, Wang, Haifeng
Natura:	Preprint
Pubblicazione:	2026
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

CORD: Bridging the Audio-Text Reasoning Gap via Weighted On-policy Cross-modal Distillation
di: Hu, Jing, et al.
Pubblicazione: (2026)

Multi-Source Spatial Knowledge Understanding for Immersive Visual Text-to-Speech
di: He, Shuwei, et al.
Pubblicazione: (2024)

DAIEN-TTS: Disentangled Audio Infilling for Environment-Aware Text-to-Speech Synthesis
di: Lu, Ye-Xin, et al.
Pubblicazione: (2025)

CosyAudio: Improving Audio Generation with Confidence Scores and Synthetic Captions
di: Zhu, Xinfa, et al.
Pubblicazione: (2025)

Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers
di: Selvaraj, Nithish Muthuchamy, et al.
Pubblicazione: (2023)

Eureka-Audio: Triggering Audio Intelligence in Compact Language Models
di: Zhang, Dan, et al.
Pubblicazione: (2026)

ZSVC: Zero-shot Style Voice Conversion with Disentangled Latent Diffusion Models and Adversarial Training
di: Zhu, Xinfa, et al.
Pubblicazione: (2025)

Temporal Pooling Strategies for Training-Free Anomalous Sound Detection with Self-Supervised Audio Embeddings
di: Wilkinghoff, Kevin, et al.
Pubblicazione: (2026)

Self-Supervised Multi-View Learning for Disentangled Music Audio Representations
di: Wilkins, Julia, et al.
Pubblicazione: (2024)

DSpAST: Disentangled Representations for Spatial Audio Reasoning with Large Language Models
di: Wilkinghoff, Kevin, et al.
Pubblicazione: (2025)

MoE-TTS: Enhancing Out-of-Domain Text Understanding for Description-based TTS via Mixture-of-Experts
di: Xue, Heyang, et al.
Pubblicazione: (2025)

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition
di: HU, Shujie, et al.
Pubblicazione: (2025)

Audio-text Retrieval with Transformer-based Hierarchical Alignment and Disentangled Cross-modal Representation
di: Xin, Yifei, et al.
Pubblicazione: (2024)

SemanticAudio: Audio Generation and Editing in Semantic Space
di: Dai, Zheqi, et al.
Pubblicazione: (2026)

Generalized Audio Deepfake Detection Using Frame-level Latent Information Entropy
di: Zhao, Botao, et al.
Pubblicazione: (2025)

Audio-Visual Representation Learning via Knowledge Distillation from Speech Foundation Models
di: Zhang, Jing-Xuan, et al.
Pubblicazione: (2025)

AudioEditor: A Training-Free Diffusion-Based Audio Editing Framework
di: Jia, Yuhang, et al.
Pubblicazione: (2024)

Beyond Acoustic Sparsity and Linguistic Bias: A Prompt-Free Paradigm for Mispronunciation Detection and Diagnosis
di: Geng, Haopeng, et al.
Pubblicazione: (2026)

PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification
di: Seth, Ashish, et al.
Pubblicazione: (2024)

Zero Shot Audio to Audio Emotion Transfer With Speaker Disentanglement
di: Dutta, Soumya, et al.
Pubblicazione: (2024)

APCodec+: A Spectrum-Coding-Based High-Fidelity and High-Compression-Rate Neural Audio Codec with Staged Training Paradigm
di: Du, Hui-Peng, et al.
Pubblicazione: (2024)

TAME: Temporal Audio-based Mamba for Enhanced Drone Trajectory Estimation and Classification
di: Xiao, Zhenyuan, et al.
Pubblicazione: (2024)

High-Fidelity Generative Audio Compression at 0.275kbps
di: Ma, Hao, et al.
Pubblicazione: (2026)

MiMo-Audio: Audio Language Models are Few-Shot Learners
di: Core Team, et al.
Pubblicazione: (2025)

AudioGenie-Reasoner: A Training-Free Multi-Agent Framework for Coarse-to-Fine Audio Deep Reasoning
di: Rong, Yan, et al.
Pubblicazione: (2025)

AudioSpa: Spatializing Sound Events with Text
di: Feng, Linfeng, et al.
Pubblicazione: (2025)

Audio-Mind: An Auditable Agentic Framework for Audio Understanding
di: Wang, Yucheng, et al.
Pubblicazione: (2026)

USM-Lite: Quantization and Sparsity Aware Fine-tuning for Speech Recognition with Universal Speech Models
di: Ding, Shaojin, et al.
Pubblicazione: (2023)

Mixture of Low-Rank Adapter Experts in Generalizable Audio Deepfake Detection
di: Laakkonen, Janne, et al.
Pubblicazione: (2025)

Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement
di: Huang, Ziling, et al.
Pubblicazione: (2025)

Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor
di: Si, Yongjie, et al.
Pubblicazione: (2024)

MDCTCodec: A Lightweight MDCT-based Neural Audio Codec towards High Sampling Rate and Low Bitrate Scenarios
di: Jiang, Xiao-Hang, et al.
Pubblicazione: (2024)

Binamix -- A Python Library for Generating Binaural Audio Datasets
di: Barry, Dan, et al.
Pubblicazione: (2025)

Learning Disentangled Audio Representations through Controlled Synthesis
di: Brima, Yusuf, et al.
Pubblicazione: (2024)

Learning Disentangled Speech Representations with Contrastive Learning and Time-Invariant Retrieval
di: Deng, Yimin, et al.
Pubblicazione: (2024)

A Generalist Audio Foundation Model for Comprehensive Body Sound Auscultation
di: Wang, Pingjie, et al.
Pubblicazione: (2024)

Learning Expressive Disentangled Speech Representations with Soft Speech Units and Adversarial Style Augmentation
di: Deng, Yimin, et al.
Pubblicazione: (2024)

BINAQUAL: A Full-Reference Objective Localization Similarity Metric for Binaural Audio
di: Panah, Davoud Shariat, et al.
Pubblicazione: (2025)

SimulMEGA: MoE Routers are Advanced Policy Makers for Simultaneous Speech Translation
di: Le, Chenyang, et al.
Pubblicazione: (2025)

Audio Prompt Adapter: Unleashing Music Editing Abilities for Text-to-Music with Lightweight Finetuning
di: Tsai, Fang-Duo, et al.
Pubblicazione: (2024)