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Researcher profile

Soroosh Mariooryad

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Robust and Unbounded Length Generalization in Autoregressive Transformer-Based Text-to-Speech

    2024 · arXiv (Cornell University)

    Autoregressive (AR) Transformer-based sequence models are known to have difficulty generalizing to sequences longer than those seen during training. When applied to text-to-speech (TTS), these models tend to drop or repeat words or produce erratic …

  2. Effective Use of Variational Embedding Capacity in Expressive End-to-End Speech Synthesis

    2019 · arXiv (Cornell University)

    Recent work has explored sequence-to-sequence latent variable models for expressive speech synthesis (supporting control and transfer of prosody and style), but has not presented a coherent framework for understanding the trade-offs between the competing methods. …