Publication detail

Improved MLP Structures for Data-Driven Feature Extraction for ASR

ZHU, Q. CHEN, B. GRÉZL, F. MORGAN, N.

Original Title

Improved MLP Structures for Data-Driven Feature Extraction for ASR

Type

article in a collection out of WoS and Scopus

Language

English

Original Abstract

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.

Keywords

feature extraction, MLP structure, time-frequency patterns

Authors

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

RIV year

2005

Released

29. 9. 2005

Location

Lisabon

ISBN

1018-4074

Periodical

European Conference EUROSPEECH

State

Swiss Confederation

Pages from

2129

Pages to

2132

Pages count

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"
}