ParaGeo: Decomposing Paralinguistic Variation into a Shared Latent Geometry
cs.SD, cs.LG
Submitted: 2026-10-02
Updated: 2026-10-02
Code: https://github.com/yuhanlydia/ParaGeo
Sources
- GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot
- Moshi: a speech-text foundation model for real-time dialogue
- SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation
- Steering Language Models With Activation Engineering
- EmoSteer-TTS: Fine-Grained and Training-Free Emotion-Controllable Text-to-Speech via Activation Steering
- EmoShift: Lightweight Activation Steering for Enhanced Emotion-Aware Speech Synthesis
- CoCoEmo: Composable and Controllable Human-Like Emotional TTS via Activation Steering
- Task Vector in TTS: Toward Emotionally Expressive Dialectal Speech Synthesis
- Beyond Global Emotion: Fine-Grained Emotional Speech Synthesis with Dynamic Word-Level Modulation
- A Geometric Perspective on Composable Emotion Steering in Text-to-Speech Models
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