Author

Xin Wang

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Preprint Aug 2026

Towards Real-world Environment-aware Zero-shot Text-to-speech Synthesis via Disentangled Audio Infilling

Recent zero-shot text-to-speech (TTS) systems achieve remarkable naturalness and speaker similarity but typically require high-quality speaker prompts and either strip away or entangle the acoustic environment with speaker characteristics, limiting their real-world applicability. We present an extended DAIEN-TTS, an en...

Ye-Xin Lu, Xin Wang, Yang Ai et al. · 0 citations

Preprint Aug 2026

Textual Acoustic Grounding for Generalizable LLM-Based Deepfake Voice Detection

Deepfake voice detection suffers from poor generalization across unseen domains. While Audio Large Language Models (ALLMs) show promise, the modality gap between continuous audio embeddings which capture the subtle acoustic details necessary for deepfake detection and the semantic space of LLMs remains a critical, unde...

Yassine El Kheir, Xin Wang, Wanying Ge et al. · 1 citation

Preprint Aug 2026

Combining Self-Embedding Audio Watermarking with Ultra-Low-Bitrate Neural Codecs

Partial manipulation of speech recordings, where only localized segments of an utterance are altered, poses a significant challenge for content integrity verification, as reliable detection and localization of such edits becomes harder as the manipulated proportion decreases. Watermarking offers a proactive defense alt...

Yigitcan Özer, Xin Wang, Zhe Zhang et al. · 0 citations