Cover Image

Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Chenlin, Fang, Minghui, Zhang, Patrick, Zhou, Wei, Gao, Jie, Han, Jiqing
Format:	Preprint
Published:	2025
Subjects:	Audio and Speech Processing Artificial Intelligence Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Bridging the gap between training and inference in LM-based TTS models
by: Zhang, Ruonan, et al.
Published: (2025)

TTS-CtrlNet: Time varying emotion aligned text-to-speech generation with ControlNet
by: Jeong, Jaeseok, et al.
Published: (2025)

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

DiTReducio: A Training-Free Acceleration for DiT-Based TTS via Progressive Calibration
by: Huo, Yanru, et al.
Published: (2025)

SponTTS: modeling and transferring spontaneous style for TTS
by: Li, Hanzhao, et al.
Published: (2023)

E1 TTS: Simple and Fast Non-Autoregressive TTS
by: Liu, Zhijun, et al.
Published: (2024)

Contrastive Loss Based Frame-wise Feature disentanglement for Polyphonic Sound Event Detection
by: Guan, Yadong, et al.
Published: (2024)

Towards Developing State-of-the-Art TTS Synthesisers for 13 Indian Languages with Signal Processing aided Alignments
by: Prakash, Anusha, et al.
Published: (2022)

E2 TTS: Embarrassingly Easy Fully Non-Autoregressive Zero-Shot TTS
by: Eskimez, Sefik Emre, et al.
Published: (2024)

ManaTTS Persian: a recipe for creating TTS datasets for lower resource languages
by: Qharabagh, Mahta Fetrat, et al.
Published: (2024)

Efficient Emotion and Speaker Adaptation in LLM-Based TTS via Characteristic-Specific Partial Fine-Tuning
by: Wang, Tianrui, et al.
Published: (2025)

ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer
by: Liu, Huadai, et al.
Published: (2023)

Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis
by: Jiang, Ziyue, et al.
Published: (2023)

Low-Resource Self-Supervised Learning with SSL-Enhanced TTS
by: Hsu, Po-chun, et al.
Published: (2023)

FireRedTTS-1S: An Upgraded Streamable Foundation Text-to-Speech System
by: Guo, Hao-Han, et al.
Published: (2025)

I2TTS: Image-indicated Immersive Text-to-speech Synthesis with Spatial Perception
by: Zhang, Jiawei, et al.
Published: (2024)

Explore the Reinforcement Learning for the LLM based ASR and TTS system
by: Gao, Changfeng, et al.
Published: (2025)

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

ReFlow-TTS: A Rectified Flow Model for High-fidelity Text-to-Speech
by: Guan, Wenhao, et al.
Published: (2023)

Accent-VITS:accent transfer for end-to-end TTS
by: Ma, Linhan, et al.
Published: (2023)

A Dataset for Automatic Assessment of TTS Quality in Spanish
by: Welford, Alejandro Sosa, et al.
Published: (2025)

Intelli-Z: Toward Intelligible Zero-Shot TTS
by: Jung, Sunghee, et al.
Published: (2024)

Zero-shot Cross-lingual Voice Transfer for TTS
by: Biadsy, Fadi, et al.
Published: (2024)

STSM-FiLM: A FiLM-Conditioned Neural Architecture for Time-Scale Modification of Speech
by: Wisnu, Dyah A. M. G., et al.
Published: (2025)

Improving Noise Robustness of LLM-based Zero-shot TTS via Discrete Acoustic Token Denoising
by: Lu, Ye-Xin, et al.
Published: (2025)

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models
by: Anastassiou, Philip, et al.
Published: (2024)

SPADE: Structured Pruning and Adaptive Distillation for Efficient LLM-TTS
by: Nguyen, Tan Dat, et al.
Published: (2025)

Enhancing TTS Stability in Hebrew using Discrete Semantic Units
by: Zeldes, Ella, et al.
Published: (2024)

Continuous-Token Diffusion for Speaker-Referenced TTS in Multimodal LLMs
by: He, Xinlu, et al.
Published: (2025)

EME-TTS: Unlocking the Emphasis and Emotion Link in Speech Synthesis
by: Li, Haoxun, et al.
Published: (2025)

SPAM: Style Prompt Adherence Metric for Prompt-based TTS
by: Cho, Chanhee, et al.
Published: (2026)

StyleTTS-ZS: Efficient High-Quality Zero-Shot Text-to-Speech Synthesis with Distilled Time-Varying Style Diffusion
by: Li, Yinghao Aaron, et al.
Published: (2024)

HAM-TTS: Hierarchical Acoustic Modeling for Token-Based Zero-Shot Text-to-Speech with Model and Data Scaling
by: Wang, Chunhui, et al.
Published: (2024)

The Codec Language Model-based Zero-Shot Spontaneous Style TTS System for CoVoC Challenge 2024
by: Zhou, Shuoyi, et al.
Published: (2024)

Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention Detection
by: Liao, Yuan, et al.
Published: (2025)

MiDashengLM: Efficient Audio Understanding with General Audio Captions
by: Dinkel, Heinrich, et al.
Published: (2025)

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch
by: Song, Xingchen, et al.
Published: (2024)

FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications
by: Guo, Hao-Han, et al.
Published: (2024)

Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations
by: Jeon, Yejin, et al.
Published: (2024)

OV-InstructTTS: Towards Open-Vocabulary Instruct Text-to-Speech
by: Ren, Yong, et al.
Published: (2026)