17 citations · 21 across the 3 of their papers we have counts for
4 papers
Efficient Transformers with Dynamic Token Pooling
Piotr Nawrot, Jan Chorowski, Adrian Łańcucki +1
Transformers achieve unrivalled performance in modelling language, but remain inefficient in terms of memory and time complexity. A possible remedy is to reduce the sequence length…
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech
Santiago Cuervo, Adrian Łańcucki, Ricard Marxer +2
The success of deep learning comes from its ability to capture the hierarchical structure of data by learning high-level representations defined in terms of low-level ones. In this…
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw
Jan Chorowski, Grzegorz Ciesielski, Jarosław Dzikowski +6
We present a number of low-resource approaches to the tasks of the Zero Resource Speech Challenge 2021. We build on the unsupervised representations of speech proposed by the organ…
FastPitch: Parallel Text-to-speech with Pitch Prediction
Adrian Łańcucki
We present FastPitch, a fully-parallel text-to-speech model based on FastSpeech, conditioned on fundamental frequency contours. The model predicts pitch contours during inference.…