80 citations · 141 across the 13 of their papers we have counts for
4 papers · 1 filter
AriEL: volume coding for sentence generation
Luca Celotti, Simon Brodeur, Jean Rouat
Mapping sequences of discrete data to a point in a continuous space makes it difficult to retrieve those sequences via random sampling. Mapping the input to a volume would make it…
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…
CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning
Jerome Abdelnour, Giampiero Salvi, Jean Rouat
We introduce the task of acoustic question answering (AQA) in the area of acoustic reasoning. In this task an agent learns to answer questions on the basis of acoustic context. In…
Moving Toward High Precision Dynamical Modelling in Hidden Markov Models
Sébastien Gagnon, Jean Rouat
Hidden Markov Model (HMM) is often regarded as the dynamical model of choice in many fields and applications. It is also at the heart of most state-of-the-art speech recognition sy…