Increasing Native Speakers' Awareness of the Need to Slow Down in Multilingual Conversations Using a Real-Time Speech Speedometer

Collaborating using a common language can be challenging for non-native speakers (NNS). These challenges can be reduced when native speakers (NS) adjust their speech behavior for NNS, for example by speaking more slowly. In this study, we examined whether the use of real-time speech rate feedback (a speech speedometer) would help NS monitor their speaking speed and adjust for NNS accordingly. We conducted a laboratory experiment with 20 triads of 2 NS and 1 NNS. NS in half of the groups were given the speech speedometer. We found that NS with the speech speedometer were significantly more motivated to slow down their speech but they did not actually speak more slowly, although they made other speech adjustments. Furthermore, NNS perceived the speech of NS with the speedometer less clear, and they felt less accommodated. The results highlight the need for tools that create scaffolding to help NS make speech accommodations. We conclude with some design ideas for these scaffolding tools.

[1]  Catherine Delamain,et al.  Speaking , 2018, Language for Living.

[2]  Susan R. Fussell,et al.  "Let Me Ask Them to Clarify If You Don't Want To" - A Clarification Agent for Nonnative Speakers , 2018, CHI Extended Abstracts.

[3]  Takashi Nose,et al.  Analysis of preferred speaking rate and pause in spoken easy Japanese for non-native listeners , 2018 .

[4]  Helen Ai He,et al.  Two Sides to Every Story , 2017, Proc. ACM Hum. Comput. Interact..

[5]  Hao-Chuan Wang,et al.  Task Rebalancing: Improving Multilingual Communication with Native Speakers-Generated Highlights on Automated Transcripts , 2017, CSCW.

[6]  Naomi Yamashita,et al.  Two Sides to Every Story: Mitigating Intercultural Conflict through Automated Feedback and Shared Self-Reflections in Global Virtual Teams , 2017 .

[7]  Jing Ye,et al.  A Speech Speed Awareness System for Non-Native Speakers , 2016, CSCW '16 Companion.

[8]  Jessica Gasiorek Perspective-Taking, Inferred Motive, and Perceived Accommodation in Nonaccommodative Conversations , 2015 .

[9]  Marko Dragojevic,et al.  Communication Accommodation Theory , 2015 .

[10]  Susan R. Fussell,et al.  Improving Multilingual Collaboration by Displaying How Non-native Speakers Use Automated Transcripts and Bilingual Dictionaries , 2015, CHI.

[11]  Mohammed E. Hoque,et al.  Rhema: A Real-Time In-Situ Intelligent Interface to Help People with Public Speaking , 2015, IUI.

[12]  Naomi Yamashita,et al.  Do automated transcripts help non-native speakers catch up on missed conversation in audio conferences? , 2014, CABS '14.

[13]  Peter J. Costa,et al.  Truncated Outlier Filtering , 2014, Journal of biopharmaceutical statistics.

[14]  Pamela J. Hinds,et al.  Language as a lightning rod: Power contests, emotion regulation, and subgroup dynamics in global teams , 2013, Journal of International Business Studies.

[15]  Susan R. Fussell,et al.  Effects of public vs. private automated transcripts on multiparty communication between native and non-native english speakers , 2014, CHI.

[16]  Pino Cutrone A cross-cultural examination of the backchannel behavior of Japanese and Americans: Considerations for Japanese EFL learners , 2014 .

[17]  Bilge Mutlu,et al.  MACH: my automated conversation coach , 2013, UbiComp.

[18]  Dawn O. Braithwaite,et al.  Explaining Communication : Contemporary Theories and Exemplars , 2013 .

[19]  Toru Ishida,et al.  Lost in transmittance: how transmission lag enhances and deteriorates multilingual collaboration , 2013, CSCW.

[20]  Susan R. Fussell,et al.  Understanding informal communication in multilingual contexts , 2013, CSCW.

[21]  Mary Beth Rosson,et al.  At a different tempo: what goes wrong in online cross-cultural group chat? , 2012, GROUP.

[22]  Lu-Feng Shi,et al.  Bilingual listeners' perception of temporally manipulated English passages. , 2012, Journal of speech, language, and hearing research : JSLHR.

[23]  Z. Hua,et al.  Accommodating Toward Your Audience , 2010 .

[24]  Mattias Heldner,et al.  Pauses, gaps and overlaps in conversations , 2010, J. Phonetics.

[25]  Susan R. Fussell,et al.  Groups in groups: conversational similarity in online multicultural multiparty brainstorming , 2010, CSCW '10.

[26]  Michael Picheny,et al.  Effects of real-time transcription on non-native speaker's comprehension in computer-mediated communications , 2009, CHI.

[27]  David W. McDonald,et al.  Theory-driven design strategies for technologies that support behavior change in everyday life , 2009, CHI.

[28]  Jeremy P. Birnholtz,et al.  Visualizing real-time language-based feedback on teamwork behavior in computer-mediated groups , 2009, CHI.

[29]  Anne-Wil Harzing,et al.  The language barrier and its implications for HQ‐subsidiary relationships , 2008 .

[30]  Tessa Bent,et al.  Perceptual adaptation to non-native speech , 2008, Cognition.

[31]  Pamela Rogerson-Revell,et al.  Participation and performance in international business meetings , 2008 .

[32]  Jacques Koreman,et al.  Perceived speech rate: the effects of articulation rate and speaking style in spontaneous speech. , 2006, The Journal of the Acoustical Society of America.

[33]  JANE KASSIS HENDERSON,et al.  Language Diversity in International Management Teams , 2005 .

[34]  Vera Kempe,et al.  Fine-tuning speech registers: a comparison of the prosodic features of child-directed and foreigner-directed speech , 2005, INTERSPEECH.

[35]  H. Li,et al.  Interruption and Involvement in Discourse: Can Intercultural Interlocutors be Trained? , 2005 .

[36]  Walter Bender,et al.  Influencing group participation with a shared display , 2004, CSCW.

[37]  A. Siegel,et al.  Keeping the Floor in Multiparty Conversations: Intonation, Syntax, and Pause , 2003 .

[38]  Anne-Wil Harzing,et al.  Language management in multinational companies , 2003 .

[39]  B. J. Fogg,et al.  Persuasive technology: using computers to change what we think and do , 2002, UBIQ.

[40]  Tessa Bent,et al.  The clear speech effect for non-native listeners. , 2002, The Journal of the Acoustical Society of America.

[41]  Bill Wooldridge,et al.  ‘Foreigner Talk’: An Important Element in Cross-Cultural Management Education and Training , 2001 .

[42]  E.,et al.  GROUPS : INTERACTION AND PERFORMANCE , 2001 .

[43]  Jean Wong,et al.  The Token "Yeah" in Nonnative Speaker English Conversation , 2000 .

[44]  Joseph S. Valacich,et al.  The Effects of Media and Task on User Performance: A Test of the Task-Media Fit Hypothesis , 2000 .

[45]  H. Giles,et al.  Reactions to Older People being Patronized , 1996 .

[46]  H. Giles,et al.  Interability Communication , 1996 .

[47]  A. Kluger,et al.  The effects of feedback interventions on performance: A historical review, a meta-analysis, and a preliminary feedback intervention theory. , 1996 .

[48]  Jean C. Krause,et al.  The effects of speaking rate on the intelligibility of speech for various speaking modes , 1995 .

[49]  J. Rubin A Review of Second Language Listening Comprehension Research , 1994 .

[50]  Akiko Noda,et al.  A Temporary Decline of Thinking Ability During Foreign Language Processing , 1993 .

[51]  D. Buller,et al.  The Effects of Speech Rate Similarity on Compliance: Application of Communication Accommodation Theory. , 1992 .

[52]  E. K. Blau The Effect of Syntax, Speed, and Pauses on Listening Comprehension , 1990 .

[53]  Tracey M. Derwing Speech Rate Is No Simple matter , 1990, Studies in Second Language Acquisition.

[54]  Roger Griffiths,et al.  Speech Rate and NNS Comprehension: A Preliminary Study in Time‐Benefit Analysis* , 1990 .

[55]  Steve Tauroza,et al.  Speech Rates in British English , 1990 .

[56]  W. Levelt,et al.  Speaking: From Intention to Articulation , 1990 .

[57]  George W. Jacobs The Effect of Pausing on Listening Comprehension. , 1988 .

[58]  S. Hart,et al.  Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research , 1988 .

[59]  Carlos Gussenhoven,et al.  Perceived speech rate and intonation , 1987 .

[60]  Ken Kelch Modified Input as an Aid to Comprehension , 1985 .

[61]  J. L. Miller,et al.  Articulation Rate and Its Variability in Spontaneous Speech: A Reanalysis and Some Implications , 1984, Phonetica.

[62]  H. Giles,et al.  Speech-accommodation theories: a discussion in terms of second-language acquisition , 1984 .

[63]  R. Street Evaluation of noncontent speech accommodation , 1982 .

[64]  S. Feldstein,et al.  Perception of Speech Rate as a Function of Vocal Intensity and Frequency , 1981, Language and speech.

[65]  H Lane,et al.  How the listener integrates the components of speaking rate. , 1976, Journal of experimental psychology. Human perception and performance.

[66]  Donald M. Taylor,et al.  Towards a theory of interpersonal accommodation through language: some Canadian data , 1973, Language in Society.

[67]  N. Lass The Significance of Intra- and Intersentence Pause Times in Perceptual Judgments of Oral Reading Rate , 1970 .

[68]  A. Mehrabian,et al.  Nonverval concomitants of perceived and intended persuasiveness. , 1969, Journal of personality and social psychology.

[69]  A. Strauss,et al.  The discovery of grounded theory: strategies for qualitative research aldine de gruyter , 1968 .

[70]  M. Schröder,et al.  Tempo Variation in Speech Production Implications for Speech Synthesis , 2022 .