Detail publikace

Improved MLP Structures for Data-Driven Feature Extraction for ASR

ZHU, Q. CHEN, B. GRÉZL, F. MORGAN, N.

Originální název

Improved MLP Structures for Data-Driven Feature Extraction for ASR

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

Data-driven feature extraction using improved MLP structure for ASR. Four-layer MLPs are used in this feature extraction. It is shown that the the first hidden layer of a four-layer MLP is able to detect some basic patterns from the time-frequency plane.

Klíčová slova

feature extraction, MLP structure, time-frequency patterns

Autoři

ZHU, Q.; CHEN, B.; GRÉZL, F.; MORGAN, N.

Rok RIV

2005

Vydáno

29. 9. 2005

Místo

Lisabon

ISSN

1018-4074

Periodikum

European Conference EUROSPEECH

Stát

Švýcarská konfederace

Strany od

2129

Strany do

2132

Strany počet

4

BibTex

@inproceedings{BUT18257,
  author="Qifeng {Zhu} and Barry {Chen} and František {Grézl} and Nelson {Morgan}",
  title="Improved MLP Structures for Data-Driven Feature Extraction for ASR",
  booktitle="Interspeech'2005 - Eurospeech - 9th European Conference on Speech Communication and Technology",
  year="2005",
  journal="European Conference EUROSPEECH",
  pages="2129--2132",
  address="Lisabon",
  issn="1018-4074"
}