Concept
Keras
Related publications (13)
Implementation d'un algorithme de reduction de taille des reseaux de neurones
This document describes the implementation of a neuron pruning method with pyTorch, and analyzes the results obtained by applying this method on convolutional and residual networks. The performance of the algorithm is measured in different test cases and w ...
Idiap2018End-to-end text-dependent speaker verification using novel distance measures
This paper explores novel ideas in building end-to-end deep neural network (DNN) based text-dependent speaker verification (SV) system. The baseline approach consists of mapping a variable length speech segment to a fixed dimensional speaker vector by esti ...
2018TODE: A Decoder for Continuous Speech Recognition
This document describes a new continuous speech decoder, TODE, which is compatible with the Torch machine learning software library. A brief theory of speech recognition is presented followed by a detailed description of the architecture of TODE and the co ...
IDIAP2002