Cover Image

LLaSO: A Foundational Framework for Reproducible Research in Large Language and Speech Model

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sun, Yirong, Geng, Yizhong, Wei, Peidong, Chen, Yanjun, Yang, Jinghan, Chen, Rongfei, Zhang, Wei, Shen, Xiaoyu
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Machine Learning Multimedia Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SLAM-LLM: A Modular, Open-Source Multimodal Large Language Model Framework and Best Practice for Speech, Language, Audio and Music Processing
by: Ma, Ziyang, et al.
Published: (2026)

Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition
by: Radhakrishnan, Srijith, et al.
Published: (2023)

HI-TransPA: Hearing Impairments Translation Personal Assistant
by: Ma, Zhiming, et al.
Published: (2025)

MIDI-LLM: Adapting Large Language Models for Text-to-MIDI Music Generation
by: Wu, Shih-Lun, et al.
Published: (2025)

SarcasmMiner: A Dual-Track Post-Training Framework for Robust Audio-Visual Sarcasm Reasoning
by: Li, Zhu, et al.
Published: (2026)

ZO-ASR: Zeroth-Order Fine-Tuning of Speech Foundation Models without Back-Propagation
by: Peng, Yuezhang, et al.
Published: (2025)

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

CommonVoice-SpeechRE and RPG-MoGe: Advancing Speech Relation Extraction with a New Dataset and Multi-Order Generative Framework
by: Ning, Jinzhong, et al.
Published: (2025)

AHA: Aligning Large Audio-Language Models for Reasoning Hallucinations via Counterfactual Hard Negatives
by: Chen, Yanxi, et al.
Published: (2025)

MuMu-LLaMA: Multi-modal Music Understanding and Generation via Large Language Models
by: Liu, Shansong, et al.
Published: (2024)

Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model
by: Ma, Ziyang, et al.
Published: (2025)

MIDI-LLaMA: An Instruction-Following Multimodal LLM for Symbolic Music Understanding
by: Yang, Meng, et al.
Published: (2026)

MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix
by: Ma, Ziyang, et al.
Published: (2025)

Double Mixture: Towards Continual Event Detection from Speech
by: Kang, Jingqi, et al.
Published: (2024)

Can We Hear from Events? Generating Speech from Event Camera
by: Fang, Jingping, et al.
Published: (2026)

The Interspeech 2026 Audio Reasoning Challenge: Evaluating Reasoning Process Quality for Audio Reasoning Models and Agents
by: Ma, Ziyang, et al.
Published: (2026)

StarVC: A Unified Auto-Regressive Framework for Joint Text and Speech Generation in Voice Conversion
by: Li, Fengjin, et al.
Published: (2025)

HAFM: Hierarchical Autoregressive Foundation Model for Music Accompaniment Generation
by: Zhu, Jian, et al.
Published: (2026)

SpotSound: Enhancing Large Audio-Language Models with Fine-Grained Temporal Grounding
by: Sun, Luoyi, et al.
Published: (2026)

ProAV-DiT: A Projected Latent Diffusion Transformer for Efficient Synchronized Audio-Video Generation
by: Sun, Jiahui, et al.
Published: (2025)

Resurfacing Paralinguistic Awareness in Large Audio Language Models
by: Yang, Hao, et al.
Published: (2026)

Rubato: Transcribing Piano Music with Timestamps
by: Tamer, Nazif Can, et al.
Published: (2026)

An Evaluation of Interleaved Instruction Tuning on Semantic Reasoning Performance in an Audio MLLM
by: Liu, Jiawei, et al.
Published: (2025)

SonicBench: Dissecting the Physical Perception Bottleneck in Large Audio Language Models
by: Sun, Yirong, et al.
Published: (2026)

Towards Reliable Large Audio Language Model
by: Ma, Ziyang, et al.
Published: (2025)

MLLM-based Speech Recognition: When and How is Multimodality Beneficial?
by: Guan, Yiwen, et al.
Published: (2025)

EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark
by: Ma, Ziyang, et al.
Published: (2024)

Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models
by: Yang, Hao, et al.
Published: (2025)

ELEGANCE: Efficient LLM Guidance for Audio-Visual Target Speech Extraction
by: Wu, Wenxuan, et al.
Published: (2025)

Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models
by: Chen, Yiming, et al.
Published: (2024)

Research on Piano Timbre Transformation System Based on Diffusion Model
by: Hsu, Chun-Chieh, et al.
Published: (2026)

Pay More Attention To Audio: Mitigating Imbalance of Cross-Modal Attention in Large Audio Language Models
by: Wang, Junyu, et al.
Published: (2025)

Llasa: Scaling Train-Time and Inference-Time Compute for Llama-based Speech Synthesis
by: Ye, Zhen, et al.
Published: (2025)

Efficient Transformer-Based Piano Transcription With Sparse Attention Mechanisms
by: Wei, Weixing, et al.
Published: (2025)

MusicAIR: A Multimodal AI Music Generation Framework Powered by an Algorithm-Driven Core
by: Liao, Callie C., et al.
Published: (2025)

WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research
by: Mei, Xinhao, et al.
Published: (2023)

Speech Emotion Recognition with ASR Transcripts: A Comprehensive Study on Word Error Rate and Fusion Techniques
by: Li, Yuanchao, et al.
Published: (2024)

CLAIP-Emo: Parameter-Efficient Adaptation of Language-supervised models for In-the-Wild Audiovisual Emotion Recognition
by: Chen, Yin, et al.
Published: (2025)

XGC-AVis: Towards Audio-Visual Content Understanding with a Multi-Agent Collaborative System
by: Cao, Yuqin, et al.
Published: (2025)

Private Speech Classification without Collapse: Stabilized DP Training and Offline Distillation
by: Wen, Yadi, et al.
Published: (2026)