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Characterization of Speech Recognition Systems on GPU Architectures

Author

Segura Salvador, Albert

Other authors

Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors

González Colás, Antonio María

Arnau Montañés, José María

Publication date

2016-07-04

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Abstract

This master thesis characterizes the performance and energy bottlenecks of speech recognition systems when running on modern GPU, with the aim of providing useful information for designing future GPU architectures, as well as proposing a GPU configuration more well-suited for speech recognition.

Document Type

Master thesis

Language

English

Subjects and keywords

Àrees temàtiques de la UPC::Informàtica; Automatic speech recognition; Reconeixement de veu; Viterbi; Kaldi; GPU; GPGPU-Sim.; Speech recognition; Reconeixement automàtic de la parla

Publisher

Universitat Politècnica de Catalunya

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DIDL MARC MARC_CCUC METS OAI_DC ORE QDC RDF

Rights

Open Access

This item appears in the following Collection(s)

Treballs acadèmics [82539]