80 citations · 146 across the 17 of their papers we have counts for
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cs.CL2019
Language coverage and generalization in RNN-based continuous sentence embeddings for interacting agents
Luca Celotti, Simon Brodeur, Jean Rouat
Continuous sentence embeddings using recurrent neural networks (RNNs), where variable-length sentences are encoded into fixed-dimensional vectors, are often the main building block…
eess.AS2019★ 21 cited
Unsupervised Low Latency Speech Enhancement with RT-GCC-NMF
Sean U. N. Wood, Jean Rouat
In this paper, we present RT-GCC-NMF: a real-time (RT), two-channel blind speech enhancement algorithm that combines the non-negative matrix factorization (NMF) dictionary learning…
cs.LG2019★ 4 cited
From Visual to Acoustic Question Answering
Jerome Abdelnour, Giampiero Salvi, Jean Rouat
We introduce the new task of Acoustic Question Answering (AQA) to promote research in acoustic reasoning. The AQA task consists of analyzing an acoustic scene composed by a combina…