Data Entry on the Move: An Examination of Nomadic Speech-Based Text Entry

Kathleen J. Price; Min Lin; Jinjuan Feng; Rich Goldman; Andrew Sears; Julie A. Jacko; Christian Stary; Constantine Stephanidis

doi:10.1007/978-3-540-30111-0_40

Data Entry on the Move: An Examination of Nomadic Speech-Based Text Entry

Kathleen J. Price, Min Lin, Jinjuan Feng, Rich Goldman, Andrew Sears, Julie A. Jacko, Christian Stary (Editor), Constantine Stephanidis (Editor)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Desktop interaction solutions are often inappropriate for mobile devices due to small screen size and portability needs. Speech recognition can improve interactions by providing a relatively hands-free solution that can be used in various situations. While mobile systems are designed to be transportable, few have examined the effects of motion on mobile interactions. We investigated the effect of motion on automatic speech recognition (ASR) input for mobile devices. We examined speech recognition error rates (RER) with subjects walking or seated, while performing text input tasks and the effect of ASR enrollment conditions on RER. RER were significantly lower for seated conditions. There was a significant interaction between enrollment and task conditions. When users enrolled while seated, but completed walking tasks, RER increased. In contrast, when users enrolled while walking, but completed seated tasks, RER decreased. These results suggest changes in user training of ASR systems for mobile and seated usage.

Original language	English
Title of host publication	User-Centered Interaction Paradigms for Universal Access in the Information Society
Subtitle of host publication	8th ERCIM Workshop on User Interfaces for All, Vienna, Austria, June 28-29, 2004. Revised Selected Papers
Editors	Christian Stary, Constantine Stephanidis
Publisher	Springer
Pages	460-471
Number of pages	12
ISBN (Electronic)	978-3-540-30111-0
ISBN (Print)	978-3-540-23375-6
DOIs	https://doi.org/10.1007/978-3-540-30111-0_40
Publication status	Published - 30 Sept 2004
Event	The 8th ERCIM Workshop, 2004: "User Interfaces For All" - Vienna, Austria Duration: 28 Jun 2004 → 29 Jun 2004 Conference number: 8 http://ui4all.ics.forth.gr/workshop2004/

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
Volume	3196
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Workshop

Workshop	The 8th ERCIM Workshop, 2004
Country/Territory	Austria
City	Vienna
Period	28/06/04 → 29/06/04
Internet address	http://ui4all.ics.forth.gr/workshop2004/

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10.1007/978-3-540-30111-0_40

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Price, K. J., Lin, M., Feng, J., Goldman, R., Sears, A., Jacko, J. A., Stary, C. (Ed.), & Stephanidis, C. (Ed.) (2004). Data Entry on the Move: An Examination of Nomadic Speech-Based Text Entry. In C. Stary, & C. Stephanidis (Eds.), User-Centered Interaction Paradigms for Universal Access in the Information Society: 8th ERCIM Workshop on User Interfaces for All, Vienna, Austria, June 28-29, 2004. Revised Selected Papers (pp. 460-471). (Lecture Notes in Computer Science; Vol. 3196). Springer. https://doi.org/10.1007/978-3-540-30111-0_40

Price, Kathleen J. ; Lin, Min ; Feng, Jinjuan et al. / Data Entry on the Move: An Examination of Nomadic Speech-Based Text Entry. User-Centered Interaction Paradigms for Universal Access in the Information Society: 8th ERCIM Workshop on User Interfaces for All, Vienna, Austria, June 28-29, 2004. Revised Selected Papers. editor / Christian Stary ; Constantine Stephanidis. Springer, 2004. pp. 460-471 (Lecture Notes in Computer Science).

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title = "Data Entry on the Move: An Examination of Nomadic Speech-Based Text Entry",

abstract = "Desktop interaction solutions are often inappropriate for mobile devices due to small screen size and portability needs. Speech recognition can improve interactions by providing a relatively hands-free solution that can be used in various situations. While mobile systems are designed to be transportable, few have examined the effects of motion on mobile interactions. We investigated the effect of motion on automatic speech recognition (ASR) input for mobile devices. We examined speech recognition error rates (RER) with subjects walking or seated, while performing text input tasks and the effect of ASR enrollment conditions on RER. RER were significantly lower for seated conditions. There was a significant interaction between enrollment and task conditions. When users enrolled while seated, but completed walking tasks, RER increased. In contrast, when users enrolled while walking, but completed seated tasks, RER decreased. These results suggest changes in user training of ASR systems for mobile and seated usage.",

author = "Price, {Kathleen J.} and Min Lin and Jinjuan Feng and Rich Goldman and Andrew Sears and Jacko, {Julie A.} and Christian Stary and Constantine Stephanidis",

year = "2004",

month = sep,

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doi = "10.1007/978-3-540-30111-0_40",

language = "English",

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editor = "Christian Stary and Constantine Stephanidis",

booktitle = "User-Centered Interaction Paradigms for Universal Access in the Information Society",

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Price, KJ, Lin, M, Feng, J, Goldman, R, Sears, A, Jacko, JA, Stary, C (ed.) & Stephanidis, C (ed.) 2004, Data Entry on the Move: An Examination of Nomadic Speech-Based Text Entry. in C Stary & C Stephanidis (eds), User-Centered Interaction Paradigms for Universal Access in the Information Society: 8th ERCIM Workshop on User Interfaces for All, Vienna, Austria, June 28-29, 2004. Revised Selected Papers. Lecture Notes in Computer Science, vol. 3196, Springer, pp. 460-471, The 8th ERCIM Workshop, 2004, Vienna, Austria, 28/06/04. https://doi.org/10.1007/978-3-540-30111-0_40

Data Entry on the Move: An Examination of Nomadic Speech-Based Text Entry. / Price, Kathleen J.; Lin, Min; Feng, Jinjuan et al.
User-Centered Interaction Paradigms for Universal Access in the Information Society: 8th ERCIM Workshop on User Interfaces for All, Vienna, Austria, June 28-29, 2004. Revised Selected Papers. ed. / Christian Stary; Constantine Stephanidis. Springer, 2004. p. 460-471 (Lecture Notes in Computer Science; Vol. 3196).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Data Entry on the Move: An Examination of Nomadic Speech-Based Text Entry

AU - Price, Kathleen J.

AU - Lin, Min

AU - Feng, Jinjuan

AU - Goldman, Rich

AU - Sears, Andrew

AU - Jacko, Julie A.

A2 - Stary, Christian

A2 - Stephanidis, Constantine

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A2 - Stephanidis, Constantine

N1 - Conference code: 8

PY - 2004/9/30

Y1 - 2004/9/30

N2 - Desktop interaction solutions are often inappropriate for mobile devices due to small screen size and portability needs. Speech recognition can improve interactions by providing a relatively hands-free solution that can be used in various situations. While mobile systems are designed to be transportable, few have examined the effects of motion on mobile interactions. We investigated the effect of motion on automatic speech recognition (ASR) input for mobile devices. We examined speech recognition error rates (RER) with subjects walking or seated, while performing text input tasks and the effect of ASR enrollment conditions on RER. RER were significantly lower for seated conditions. There was a significant interaction between enrollment and task conditions. When users enrolled while seated, but completed walking tasks, RER increased. In contrast, when users enrolled while walking, but completed seated tasks, RER decreased. These results suggest changes in user training of ASR systems for mobile and seated usage.

AB - Desktop interaction solutions are often inappropriate for mobile devices due to small screen size and portability needs. Speech recognition can improve interactions by providing a relatively hands-free solution that can be used in various situations. While mobile systems are designed to be transportable, few have examined the effects of motion on mobile interactions. We investigated the effect of motion on automatic speech recognition (ASR) input for mobile devices. We examined speech recognition error rates (RER) with subjects walking or seated, while performing text input tasks and the effect of ASR enrollment conditions on RER. RER were significantly lower for seated conditions. There was a significant interaction between enrollment and task conditions. When users enrolled while seated, but completed walking tasks, RER increased. In contrast, when users enrolled while walking, but completed seated tasks, RER decreased. These results suggest changes in user training of ASR systems for mobile and seated usage.

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BT - User-Centered Interaction Paradigms for Universal Access in the Information Society

PB - Springer

T2 - The 8th ERCIM Workshop, 2004

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ER -

Price KJ, Lin M, Feng J, Goldman R, Sears A, Jacko JA et al. Data Entry on the Move: An Examination of Nomadic Speech-Based Text Entry. In Stary C, Stephanidis C, editors, User-Centered Interaction Paradigms for Universal Access in the Information Society: 8th ERCIM Workshop on User Interfaces for All, Vienna, Austria, June 28-29, 2004. Revised Selected Papers. Springer. 2004. p. 460-471. (Lecture Notes in Computer Science). doi: 10.1007/978-3-540-30111-0_40

Data Entry on the Move: An Examination of Nomadic Speech-Based Text Entry

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