Cover Image

UniTok-Audio: A Unified Audio Generation Framework via Generative Modeling on Discrete Codec Tokens

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Chengwei, Yan, Haoyin, Xue, Shaofei, Liang, Xiaotao, Liu, Yinghao, Xue, Zheng, Song, Gang, Zhou, Boyang
Format:	Preprint
Published:	2025
Subjects:	Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

UniSE: A Unified Framework for Decoder-only Autoregressive LM-based Speech Enhancement
by: Yan, Haoyin, et al.
Published: (2025)

A Hybrid Discriminative and Generative System for Universal Speech Enhancement
by: Liu, Yinghao, et al.
Published: (2026)

QuarkAudio Technical Report
by: Liu, Chengwei, et al.
Published: (2025)

Synaspot: A Lightweight, Streaming Multi-modal Framework for Keyword Spotting with Audio-Text Synergy
by: Li, Kewei, et al.
Published: (2025)

UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook
by: Jiang, Yidi, et al.
Published: (2025)

UniFlow-Audio: Unified Flow Matching for Audio Generation from Omni-Modalities
by: Xu, Xuenan, et al.
Published: (2025)

UniAudio 2.0: A Unified Audio Language Model with Text-Aligned Factorized Audio Tokenization
by: Yang, Dongchao, et al.
Published: (2026)

UniTok: A Unified Tokenizer for Visual Generation and Understanding
by: Ma, Chuofan, et al.
Published: (2025)

Analyzing and Mitigating Inconsistency in Discrete Audio Tokens for Neural Codec Language Models
by: Liu, Wenrui, et al.
Published: (2024)

AudioX: A Unified Framework for Anything-to-Audio Generation
by: Tian, Zeyue, et al.
Published: (2025)

ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling
by: Yang, Dongchao, et al.
Published: (2025)

UniAudio: An Audio Foundation Model Toward Universal Audio Generation
by: Yang, Dongchao, et al.
Published: (2023)

WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling
by: Ji, Shengpeng, et al.
Published: (2024)

Discrete Token Modeling for Multi-Stem Music Source Separation with Language Models
by: Lyu, Pengbo, et al.
Published: (2026)

UniSync: A Unified Framework for Audio-Visual Synchronization
by: Feng, Tao, et al.
Published: (2025)

UniTalking: A Unified Audio-Video Framework for Talking Portrait Generation
by: Li, Hebeizi, et al.
Published: (2026)

FlashAudio: Rectified Flows for Fast and High-Fidelity Text-to-Audio Generation
by: Liu, Huadai, et al.
Published: (2024)

AudioCodecBench: A Comprehensive Benchmark for Audio Codec Evaluation
by: Wang, Lu, et al.
Published: (2025)

LongCat-Audio-Codec: An Audio Tokenizer and Detokenizer Solution Designed for Speech Large Language Models
by: Zhao, Xiaohan, et al.
Published: (2025)

Evaluation of Audio Compression Codecs
by: Duong, Thien T., et al.
Published: (2025)

Dasheng AudioGen: A Unified Model for Generating Coherent Audio Scenes from Text
by: Mei, Jiahao, et al.
Published: (2026)

UniAudio 1.5: Large Language Model-driven Audio Codec is A Few-shot Audio Task Learner
by: Yang, Dongchao, et al.
Published: (2024)

PodEval: A Multimodal Evaluation Framework for Podcast Audio Generation
by: Xiao, Yujia, et al.
Published: (2025)

CoDiCodec: Unifying Continuous and Discrete Compressed Representations of Audio
by: Pasini, Marco, et al.
Published: (2025)

MelTok: 2D Tokenization for Single-Codebook Audio Compression
by: Li, Jingyi, et al.
Published: (2025)

Investigating Neural Audio Codecs for Speech Language Model-Based Speech Generation
by: Li, Jiaqi, et al.
Published: (2024)

UniLS: End-to-End Audio-Driven Avatars for Unified Listening and Speaking
by: Chu, Xuangeng, et al.
Published: (2025)

ADNAC: Audio Denoiser using Neural Audio Codec
by: Jimon, Daniel, et al.
Published: (2025)

UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity MoE
by: Liu, Zhenyu, et al.
Published: (2025)

SemantiCodec: An Ultra Low Bitrate Semantic Audio Codec for General Sound
by: Liu, Haohe, et al.
Published: (2024)

LLM-Codec: Neural Audio Codec Meets Language Model Objectives
by: Chung, Ho-Lam, et al.
Published: (2026)

DeCodec: Rethinking Audio Codecs as Universal Disentangled Representation Learners
by: Luo, Xiaoxue, et al.
Published: (2025)

AudioFab: Building A General and Intelligent Audio Factory through Tool Learning
by: Zhu, Cheng, et al.
Published: (2025)

AudioLCM: Text-to-Audio Generation with Latent Consistency Models
by: Liu, Huadai, et al.
Published: (2024)

Beyond Transcription: Unified Audio Schema for Perception-Aware AudioLLMs
by: Zhang, Linhao, et al.
Published: (2026)

FlexiCodec: A Dynamic Neural Audio Codec for Low Frame Rates
by: Li, Jiaqi, et al.
Published: (2025)

Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model
by: Ye, Zhen, et al.
Published: (2024)

Codec-Robust Attacks on Audio LLMs
by: Roh, Jaechul, et al.
Published: (2026)

Adapting Neural Audio Codecs to EEG
by: Kastrati, Ard, et al.
Published: (2025)

How to Label Resynthesized Audio: The Dual Role of Neural Audio Codecs in Audio Deepfake Detection
by: Xiao, Yixuan, et al.
Published: (2026)