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20212026
most citedSeed-TTS: A Family of High-Quality Versatile Speech Generation Models

7 citations · 20 across the 18 of their papers we have counts for

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cs.SD2026

Qwen-Music Technical Report

Jin Xu, Kangdi Wang, Ruibin Yuan +24

We introduce Qwen-Music, a music generation model that produces high-fidelity songs with complete vocals. It supports text-to-music generation from descriptions, lyrics, and musica…

cs.SD2025

DreamAudio: Customized Text-to-Audio Generation with Diffusion Models

Yi Yuan, Xubo Liu, Haohe Liu +5

With the development of large-scale diffusion-based and language-modeling-based generative models, impressive progress has been achieved in text-to-audio generation. Despite produc…

cs.SD2025

Towards Reliable Large Audio Language Model

Ziyang Ma, Xiquan Li, Yakun Song +8

Recent advancements in large audio language models (LALMs) have demonstrated impressive results and promising prospects in universal understanding and reasoning across speech, musi…

cs.SD2025

MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix

Ziyang Ma, Yinghao Ma, Yanqiao Zhu +31

We introduce MMAR, a new benchmark designed to evaluate the deep reasoning capabilities of Audio-Language Models (ALMs) across massive multi-disciplinary tasks. MMAR comprises 1,00…

cs.SD2024

Sound-VECaps: Improving Audio Generation with Visual Enhanced Captions

Yi Yuan, Dongya Jia, Xiaobin Zhuang +9

Generative models have shown significant achievements in audio generation tasks. However, existing models struggle with complex and detailed prompts, leading to potential performan…

cs.SD2024

VoiceShop: A Unified Speech-to-Speech Framework for Identity-Preserving Zero-Shot Voice Editing

Philip Anastassiou, Zhenyu Tang, Kainan Peng +6

We present VoiceShop, a novel speech-to-speech framework that can modify multiple attributes of speech, such as age, gender, accent, and speech style, in a single forward pass whil…

cs.SD2023

InstructME: An Instruction Guided Music Edit And Remix Framework with Latent Diffusion Models

Bing Han, Junyu Dai, Weituo Hao +6

Music editing primarily entails the modification of instrument tracks or remixing in the whole, which offers a novel reinterpretation of the original piece through a series of oper…

cs.SD2022★ 5 cited

Controllable and Lossless Non-Autoregressive End-to-End Text-to-Speech

Zhengxi Liu, Qiao Tian, Chenxu Hu +5

Some recent studies have demonstrated the feasibility of single-stage neural text-to-speech, which does not need to generate mel-spectrograms but generates the raw waveforms direct…