Isabel Trancoso

Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation

2015 · arXiv (Cornell University)

Wang Ling, Chris Dyer, Alan W Black, Isabel Trancoso, Ramón Fermandez, Silvio Amir, Luís Marujo, Tiago Luís. Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing. 2015.

Privacy-oriented manipulation of speaker representations

2023 · arXiv (Cornell University)

Speaker embeddings are ubiquitous, with applications ranging from speaker recognition and diarization to speech synthesis and voice anonymisation. The amount of information held by these embeddings lends them versatility, but also raises privacy concerns. Speaker …

Character-based Neural Machine Translation

2015 · arXiv (Cornell University)

We introduce a neural machine translation model that views the input and output sentences as sequences of characters rather than words. Since word-level information provides a crucial source of bias, our input model composes representations …

Two/Too Simple Adaptations of Word2Vec for Syntax Problems

2015

Wang Ling, Chris Dyer, Alan W. Black, Isabel Trancoso. Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2015.