Building and Evaluating Fixed-Voice Thai TTS from Synthetic Speech

arXiv:2609.03502 · cs.CL, cs.AI · Submitted 2026-09-03 · Read on arXiv

cs.CL, cs.AI

Submitted: 2026-09-03

Updated: 2026-09-03

Code: https://github.com/wayu-research/thai-tts-eval

Terminology

• Accuracy — 47× in this paper · explained in 1 episode
• Alignment — 6× in this paper · explained in 1 episode
• Adaptation — 5× in this paper · explained in 1 episode
• Ablation — 4× in this paper · explained in 1 episode
• Benchmark — 4× in this paper · explained in 2 episodes
• Cosine Similarity — 4× in this paper · explained in 3 episodes
• Embeddings — 3× in this paper · explained in 2 episodes
• Distillation — 2× in this paper · explained in 2 episodes
• Verifier — 2× in this paper · explained in 2 episodes
• Aggregation — 1× in this paper · explained in 1 episode
• Failure Modes — 1× in this paper · explained in 3 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Hallucination — 1× in this paper · explained in 3 episodes
• Knowledge Distillation — 1× in this paper · explained in 11 episodes
• Low-Resource Languages — 1× in this paper · explained in 4 episodes
• Provenance — 1× in this paper · explained in 4 episodes
• Regularization — 1× in this paper · explained in 3 episodes
• Tokenization — 1× in this paper · explained in 2 episodes
• Transfer Learning — 1× in this paper · explained in 10 episodes
• Verification — 1× in this paper · explained in 2 episodes

Sources

• Incompressible Knowledge Probes: Estimating Black-Box LLM Parameter Counts via Factual Capacity
• Decoupled Weight Decay Regularization
• Inferring the Size of Large Language Models From Popular Text Memorization
• PyThaiNLP: Thai Natural Language Processing in Python
• Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models
• Typhoon ASR Real-time: FastConformer-Transducer for Thai Automatic Speech Recognition
• MiniMax-Speech: Intrinsic Zero-Shot Text-to-Speech with a Learnable Speaker Encoder

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