Cover Image

RLAIF-SPA: Structured AI Feedback for Semantic-Prosodic Alignment in Speech Synthesis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Qing, Liu, Zhenghao, Du, Yangfan, Huang, Pengcheng, Xiao, Tong
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
by: Lee, Harrison, et al.
Published: (2023)

Speech Emotion Recognition with Distilled Prosodic and Linguistic Affect Representations
by: Shome, Debaditya, et al.
Published: (2023)

Empirical Analysis of Decoding Biases in Masked Diffusion Models
by: Huang, Pengcheng, et al.
Published: (2025)

Reverse Constitutional AI: A Framework for Controllable Toxic Data Generation via Probability-Clamped RLAIF
by: Fang, Yuan, et al.
Published: (2026)

Curriculum-RLAIF: Curriculum Alignment with Reinforcement Learning from AI Feedback
by: Lin, Jiaye, et al.
Published: (2025)

Recent Advances in End-to-End Simultaneous Speech Translation
by: Liu, Xiaoqian, et al.
Published: (2024)

SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model
by: Zhang, Yongting, et al.
Published: (2024)

Intent-conditioned and Non-toxic Counterspeech Generation using Multi-Task Instruction Tuning with RLAIF
by: Hengle, Amey, et al.
Published: (2024)

ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation
by: Huang, Pengcheng, et al.
Published: (2025)

Emotion-Aligned Generation in Diffusion Text to Speech Models via Preference-Guided Optimization
by: Shi, Jiacheng, et al.
Published: (2025)

Towards Fine-Grained Code-Switch Speech Translation with Semantic Space Alignment
by: Gao, Yan, et al.
Published: (2025)

Direct Language Model Alignment from Online AI Feedback
by: Guo, Shangmin, et al.
Published: (2024)

Prosodic Structure Beyond Lexical Content: A Study of Self-Supervised Learning
by: Wallbridge, Sarenne, et al.
Published: (2025)

Extensive Self-Contrast Enables Feedback-Free Language Model Alignment
by: Liu, Xiao, et al.
Published: (2024)

Translate-and-Revise: Boosting Large Language Models for Constrained Translation
by: Huang, Pengcheng, et al.
Published: (2024)

Semantic XPath: Structured Agentic Memory Access for Conversational AI
by: Liu, Yifan Simon, et al.
Published: (2026)

Entity Alignment with Noisy Annotations from Large Language Models
by: Chen, Shengyuan, et al.
Published: (2024)

WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning
by: Rao, Rajath, et al.
Published: (2025)

SPA: A Simple but Tough-to-Beat Baseline for Knowledge Injection
by: Tang, Kexian, et al.
Published: (2026)

Understand Then Memory: A Cognitive Gist-Driven RAG Framework with Global Semantic Diffusion
by: Zhou, Pengcheng, et al.
Published: (2026)

LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety
by: Yang, Junxiao, et al.
Published: (2026)

The Impact of Prosodic Segmentation on Speech Synthesis of Spontaneous Speech
by: Galdino, Julio Cesar, et al.
Published: (2025)

EchoX: Towards Mitigating Acoustic-Semantic Gap via Echo Training for Speech-to-Speech LLMs
by: Zhang, Yuhao, et al.
Published: (2025)

Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages
by: Chen, Zui, et al.
Published: (2025)

Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization
by: Duan, Shaohua, et al.
Published: (2025)

Soundwave: Less is More for Speech-Text Alignment in LLMs
by: Zhang, Yuhao, et al.
Published: (2025)

SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment
by: Fan, Yuchun, et al.
Published: (2025)

Attention-MoA: Enhancing Mixture-of-Agents via Inter-Agent Semantic Attention and Deep Residual Synthesis
by: Wen, Jianyu, et al.
Published: (2026)

Modeling Sarcastic Speech: Semantic and Prosodic Cues in a Speech Synthesis Framework
by: Li, Zhu, et al.
Published: (2025)

Semantic Differentiation in Speech Emotion Recognition: Insights from Descriptive and Expressive Speech Roles
by: Guo, Rongchen, et al.
Published: (2025)

GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization
by: Ye, Yangfan, et al.
Published: (2024)

Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models
by: Xiang, Bajian, et al.
Published: (2025)

Speech-based Psychological Crisis Assessment using LLMs
by: Chiba, Terumi, et al.
Published: (2026)

Improving Speech Recognition of Named Entities in Classroom Speech with LLM Revision and Phonetic-Semantic Context
by: Trinh, Viet Anh, et al.
Published: (2025)

SYNFAC-EDIT: Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization
by: Mishra, Prakamya, et al.
Published: (2024)

The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning
by: Chen, Qiguang, et al.
Published: (2026)

Optimal Transport Regularization for Speech Text Alignment in Spoken Language Models
by: Xu, Wenze, et al.
Published: (2025)

Ustnlp16 at SemEval-2025 Task 9: Improving Model Performance through Imbalance Handling and Focal Loss
by: Cai, Zhuoang, et al.
Published: (2025)

Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model
by: Qian, Cheng, et al.
Published: (2023)

From Flat Language Labels to Typological Priors: Structured Language Conditioning for Multilingual Speech-to-Speech Translation
by: Pan, Yu, et al.
Published: (2026)