Re: [AUDITORY] Software for internet-based auditory testing (kevin woods )


Subject: Re: [AUDITORY] Software for internet-based auditory testing
From:    kevin woods  <kevinwoods@xxxxxxxx>
Date:    Tue, 3 Oct 2017 22:06:02 -0400
List-Archive:<http://lists.mcgill.ca/scripts/wa.exe?LIST=AUDITORY>

--f403045fa61ced931e055aaf0d22 Content-Type: text/plain; charset="UTF-8" Content-Transfer-Encoding: quoted-printable Further to Sam's email, here is a link to a code package we put together to implement our headphone screening task (intended to improve the quality of crowdsourced data): http://mcdermottlab.mit.edu/downloads.html We have generally found that the quality of data obtained online with our screening procedure is comparable to that of data obtained in the lab on the same experiments. For obvious reasons we have only run experiments where precise stimulus control seems unlikely to be critical. Please feel free to contact us at kwoods@xxxxxxxx with questions. Sincerely, Kevin Woods (on behalf of the McDermott Lab, Department of Brain and Cognitive Sciences, MIT) On Tue, Oct 3, 2017 at 12:59 AM, Samuel Mehr <sam@xxxxxxxx> wrote: > Dear Dick, > > Lots of folks do successful audio-based experiments on Turk and I > generally find it to be a good platform for the sort of work you're > describing (which is not really what I do, but experimentally is similar > enough for the purposes of your question). I've done a few simple listeni= ng > experiments of the form "listen to this thing, answer some questions abou= t > it", and the results directly replicate parallel in-person experiments in > my lab, even when Turkers geolocate to lots of far-flung countries. I > require subjects to wear headphones and validate that requirement with th= is > great task from Josh McDermott's lab: > > Woods, K. J. P., Siegel, M. H., Traer, J., & McDermott, J. H. (2017). > Headphone screening to facilitate web-based auditory experiments. *Attent= ion, > Perception, & Psychophysics*, 1=E2=80=939. https://doi.org/10.3758/s13414 > -017-1361-2 > <https://urldefense.proofpoint.com/v2/url?u=3Dhttps-3A__doi.org_10.3758_s= 13414-2D017-2D1361-2D2&d=3DDwMFaQ&c=3DWO-RGvefibhHBZq3fL85hQ&r=3DhClPLRw3tD= EOn9yIUk8lXthixMA_5Xmkz_VcyZe7Nis&m=3D33Mv2SLQ46aahHEyH5V-aoAK1FI9yxgj--fQj= CiOfBg&s=3DEMJagVRicwRwOoDLHL7J_KOVCZaPaWuy6gr0vYRmTK4&e=3D> > > In a bunch of piloting, passing the headphone screener correlates with a > bunch of other checks on Turker compliance, positively. Things like "What > color is the sky? Please answer incorrectly, on purpose" and "Tell us > honestly how carefully you completed this HIT". Basically, if you have a > few metrics in an experiment that capture variance on some dimension > related to participant quality, you should be able to easily tell which > Turkers are actually doing good work and which aren't. Depending on how > your ethics approval is set up, you can either pay everyone and filter ou= t > bad subjects, or require them to pass some level of quality control to > receive payment. > > best > Sam > > > -- > Samuel Mehr > Department of Psychology > Harvard University > themusiclab.org > <https://urldefense.proofpoint.com/v2/url?u=3Dhttp-3A__themusiclab.org_&d= =3DDwMFaQ&c=3DWO-RGvefibhHBZq3fL85hQ&r=3DhClPLRw3tDEOn9yIUk8lXthixMA_5Xmkz_= VcyZe7Nis&m=3D33Mv2SLQ46aahHEyH5V-aoAK1FI9yxgj--fQjCiOfBg&s=3DpCUtydTJaz47M= 50EeAcCAChXuyOuAISrqupQZFMpbQ4&e=3D> > naturalhistoryofsong.org > <https://urldefense.proofpoint.com/v2/url?u=3Dhttp-3A__naturalhistoryofso= ng.org_&d=3DDwMFaQ&c=3DWO-RGvefibhHBZq3fL85hQ&r=3DhClPLRw3tDEOn9yIUk8lXthix= MA_5Xmkz_VcyZe7Nis&m=3D33Mv2SLQ46aahHEyH5V-aoAK1FI9yxgj--fQjCiOfBg&s=3Dv6DX= eHQU7koDz4xM-awDfZV_oPoAjPtmyikYNxdtgH0&e=3D> > > > > On Tue, Oct 3, 2017 at 8:57 AM, Richard F. Lyon <dicklyon@xxxxxxxx> wrote: > >> Five years on, are there any updates on experience using Mechanical Turk >> and such for sound perception experiments? >> >> I've never conducted psychoacoustic experiments myself (other than >> informal ones on myself), but now I think I have some modeling ideas tha= t >> need to be tuned and tested with corresponding experimental data. Is MT= urk >> the way to go? If it is, are IRB approvals still needed? I don't even k= now >> if that applies to me; probably my company has corresponding approval >> requirements. >> >> I'm interested in things like SNR thresholds for binaural detection and >> localization of different types of signals and noises -- 2AFC tests whos= e >> relative results across conditions would hopefully not be strongly >> dependent on level or headphone quality. Are there good MTurk task >> structures that motivate people to do a good job on these, e.g. by makin= g >> their space quieter, paying attention, getting more pay as the task gets >> harder, or just getting to do more similar tasks, etc.? Can the pay dep= end >> on performance? Or just cut them off when the SNR has been lowered to >> threshold, so that people with lower thresholds stay on and get paid lon= ger? >> >> If anyone in academia has a good setup for human experiments and an >> interest in collaborating on binaural model improvements, I'd love to >> discuss that, too, either privately or on the list. >> >> Dick >> >> >> On Tue, Nov 13, 2012 at 3:36 AM, Kevin Tang <kevin.tang.10@xxxxxxxx> >> wrote: >> >>> Dear all, >>> >>> I would recommend "Experigen" - A framework for creating phonology >>> experiments. The platform can be used for all kinds of experiments, but= at >>> the moment, it doesn't support reaction time. >>> >>> https://github.com/tlozoot/experigen >>> <https://urldefense.proofpoint.com/v2/url?u=3Dhttps-3A__github.com_tloz= oot_experigen&d=3DDwMFaQ&c=3DWO-RGvefibhHBZq3fL85hQ&r=3DJU36mKiQOsv42HCBbLw= TO302m5Y3d6JVmlBV92I0soM&m=3D4MUnqICVVpK7XrN3Be2VIFPKinSSytURTO3leZ9OPwA&s= =3DeI2DGG0-IDm1SRMvIl3WMSKxQdG8obVegCsDMX8NyDc&e=3D> >>> >>> All the best, >>> Kevin >>> >>> ------------------------------ >>> Kevin Tang >>> Doctoral candidate >>> UCL (University College London) >>> Division of Psychology and Language Sciences >>> Department of Linguistics >>> Rm 102, Chandler House, 2 Wakefield St >>> <https://urldefense.proofpoint.com/v2/url?u=3Dhttps-3A__maps.google.com= _-3Fq-3D2-2BWakefield-2BSt-2BLondon-2BWC1N-2B1PF-26entry-3Dgmail-26source-3= Dg&d=3DDwMFaQ&c=3DWO-RGvefibhHBZq3fL85hQ&r=3DhClPLRw3tDEOn9yIUk8lXthixMA_5X= mkz_VcyZe7Nis&m=3D33Mv2SLQ46aahHEyH5V-aoAK1FI9yxgj--fQjCiOfBg&s=3Df8c__oY6Q= nWWpaLe5wHPztT3G3Zkodq8t19hbAxnvhE&e=3D> >>> London WC1N 1PF >>> <https://urldefense.proofpoint.com/v2/url?u=3Dhttps-3A__maps.google.com= _-3Fq-3D2-2BWakefield-2BSt-2BLondon-2BWC1N-2B1PF-26entry-3Dgmail-26source-3= Dg&d=3DDwMFaQ&c=3DWO-RGvefibhHBZq3fL85hQ&r=3DhClPLRw3tDEOn9yIUk8lXthixMA_5X= mkz_VcyZe7Nis&m=3D33Mv2SLQ46aahHEyH5V-aoAK1FI9yxgj--fQjCiOfBg&s=3Df8c__oY6Q= nWWpaLe5wHPztT3G3Zkodq8t19hbAxnvhE&e=3D> >>> >>> mailto: kevin.tang.10@xxxxxxxx, kevin.tang@xxxxxxxx >>> http://www.ucl.ac.uk/psychlangsci/research/linguistics/Peopl >>> e/research-students/k_tang >>> <https://urldefense.proofpoint.com/v2/url?u=3Dhttp-3A__www.ucl.ac.uk_ps= ychlangsci_research_linguistics_People_research-2Dstudents_k-5Ftang&d=3DDwM= FaQ&c=3DWO-RGvefibhHBZq3fL85hQ&r=3DJU36mKiQOsv42HCBbLwTO302m5Y3d6JVmlBV92I0= soM&m=3D4MUnqICVVpK7XrN3Be2VIFPKinSSytURTO3leZ9OPwA&s=3DKsTUlaFCItm3eXJcXxv= 0lJhbaWkuWGkEcblrD-R9k4I&e=3D> >>> https://sites.google.com/site/kevintangcantab/home >>> <https://urldefense.proofpoint.com/v2/url?u=3Dhttps-3A__sites.google.co= m_site_kevintangcantab_home&d=3DDwMFaQ&c=3DWO-RGvefibhHBZq3fL85hQ&r=3DJU36m= KiQOsv42HCBbLwTO302m5Y3d6JVmlBV92I0soM&m=3D4MUnqICVVpK7XrN3Be2VIFPKinSSytUR= TO3leZ9OPwA&s=3DTEkzqd18yqtZQaTqACm9hWeGEKhWmryzcQh5FttO5hQ&e=3D> >>> ------------------------------ >>> >>> >>> >>> On 12 November 2012 22:35, Jieun Oh <jieun5@xxxxxxxx> wrote: >>> >>>> Hello, >>>> >>>> I recently presented (at this year's ICMPC conference) a paper on usin= g >>>> online crowdsourcing (e.g. Amazon Mechanical Turk) for conducting musi= c >>>> perception experiments. I've attached the paper for your information, = which >>>> includes, in Section IV, examples of how the MIR community has been us= ing >>>> this approach in recent years. >>>> >>>> Online crowdsourcing as a research methodology definitely has pros and >>>> cons, but I feel that there is a growing potential for it, especially = if >>>> the study requires mass participation and can be designed as a short/s= imple >>>> task. >>>> >>>> Best, Jieun >>>> >>>> >>>> >>>> On Sat, Nov 10, 2012 at 6:32 AM, Sam Mathias <smathias@xxxxxxxx> >>>> wrote: >>>> >>>>> During my PhD I created this online test using adobe flash: >>>>> www.auditorytest.zxq.net >>>>> <https://urldefense.proofpoint.com/v2/url?u=3Dhttp-3A__www.auditoryte= st.zxq.net&d=3DDwMFaQ&c=3DWO-RGvefibhHBZq3fL85hQ&r=3DJU36mKiQOsv42HCBbLwTO3= 02m5Y3d6JVmlBV92I0soM&m=3D4MUnqICVVpK7XrN3Be2VIFPKinSSytURTO3leZ9OPwA&s=3DQ= KBXmLLfxza96D7Ovoumzbs1K0O8wR_qGgHBy3yvGOM&e=3D> >>>>> >>>>> I used it to search for potential participants who were poor at pitch >>>>> discrimination. [Mathias, Micheyl, & Bailey (2010) JASA, 127, 3026-30= 37]. I >>>>> found flash to be highly versatile, have good functionality for audit= ory >>>>> playback, and not too difficult to learn. However, I think support fo= r this >>>>> software is really dwindling these days (being replaced by HTML 5?) s= o it >>>>> may be obsolete soon. It was also horrendously expense: I coded it wi= th the >>>>> 30-day trial version so I didn't have to pay for it. >>>>> >>>>> Sam >>>>> >>>>> >>>>> On 9 November 2012 14:34, Robert Zatorre <robert.zatorre@xxxxxxxx> >>>>> wrote: >>>>> > >>>>> > Dear list >>>>> > >>>>> > Several times the list has received requests for participation in >>>>> web-based experiments. We would like to implement something along the= se >>>>> lines, and I am wondering if any of you who have experience with it h= ave >>>>> recommendations (for or against) software to use. We are looking for >>>>> something reasonably inexpensive and simple to program that would all= ow us >>>>> to present audio stimuli and collect behavioral responses, ideally wi= th >>>>> response times although that may not be so simple I realize. >>>>> > >>>>> > Any advice would be welcome. Thank you in advance >>>>> > >>>>> > Robert Zatorre >>>>> > >>>>> > >>>>> > >>>>> > -+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+ >>>>> > >>>>> > Robert J. Zatorre, Ph.D. >>>>> > Montreal Neurological Institute >>>>> > 3801 University St. >>>>> <https://urldefense.proofpoint.com/v2/url?u=3Dhttps-3A__maps.google.c= om_-3Fq-3D3801-2BUniversity-2BSt.-2B-250D-2B-253E-2BMontreal-2C-2BQC-2BCana= da-2BH3A-2B2B4-26entry-3Dgmail-26source-3Dg&d=3DDwMFaQ&c=3DWO-RGvefibhHBZq3= fL85hQ&r=3DhClPLRw3tDEOn9yIUk8lXthixMA_5Xmkz_VcyZe7Nis&m=3D33Mv2SLQ46aahHEy= H5V-aoAK1FI9yxgj--fQjCiOfBg&s=3DR8i9giRFqPtOBoFy7UFFEa6AhREIC0NQAZ78syJHH_o= &e=3D> >>>>> > Montreal, QC Canada H3A 2B4 >>>>> <https://urldefense.proofpoint.com/v2/url?u=3Dhttps-3A__maps.google.c= om_-3Fq-3D3801-2BUniversity-2BSt.-2B-250D-2B-253E-2BMontreal-2C-2BQC-2BCana= da-2BH3A-2B2B4-26entry-3Dgmail-26source-3Dg&d=3DDwMFaQ&c=3DWO-RGvefibhHBZq3= fL85hQ&r=3DhClPLRw3tDEOn9yIUk8lXthixMA_5Xmkz_VcyZe7Nis&m=3D33Mv2SLQ46aahHEy= H5V-aoAK1FI9yxgj--fQjCiOfBg&s=3DR8i9giRFqPtOBoFy7UFFEa6AhREIC0NQAZ78syJHH_o= &e=3D> >>>>> > phone: 1-514-398-8903 >>>>> > fax: 1-514-398-1338 >>>>> > e-mail: robert.zatorre@xxxxxxxx >>>>> > web site: www.zlab.mcgill.ca >>>>> <https://urldefense.proofpoint.com/v2/url?u=3Dhttp-3A__www.zlab.mcgil= l.ca&d=3DDwMFaQ&c=3DWO-RGvefibhHBZq3fL85hQ&r=3DJU36mKiQOsv42HCBbLwTO302m5Y3= d6JVmlBV92I0soM&m=3D4MUnqICVVpK7XrN3Be2VIFPKinSSytURTO3leZ9OPwA&s=3Dg5Vi4QE= 9Nl27c_ni3SaaSKkwQikMQAyKbL6l76ypxKg&e=3D> >>>>> >>>>> >>>>> >>>>> >>>>> -- >>>>> Dr. Samuel R. Mathias >>>>> Neural Mechanisms of Human Communication >>>>> Max Planck Institute for Human Cognitive and Brain Sciences >>>>> Stephanstra=C3=9Fe 1 >>>>> <https://urldefense.proofpoint.com/v2/url?u=3Dhttps-3A__maps.google.c= om_-3Fq-3DStephanstra-25C3-259Fe-2B1-2B-250D-2B04103-2BLeipzig-2C-2BGermany= -26entry-3Dgmail-26source-3Dg&d=3DDwMFaQ&c=3DWO-RGvefibhHBZq3fL85hQ&r=3DhCl= PLRw3tDEOn9yIUk8lXthixMA_5Xmkz_VcyZe7Nis&m=3D33Mv2SLQ46aahHEyH5V-aoAK1FI9yx= gj--fQjCiOfBg&s=3DSeXCZ3QtP0MH1pLEJjVBqA9I_x3ClBbk3bGqRQ0DAJs&e=3D> >>>>> 04103 Leipzig, Germany >>>>> Tel: +49 341 9940 2479 >>>>> >>>> >>>> >>> >> > > --f403045fa61ced931e055aaf0d22 Content-Type: text/html; charset="UTF-8" Content-Transfer-Encoding: quoted-printable <div dir=3D"ltr"><div style=3D"font-size:12.8px">Further to Sam&#39;s email= , here is a link to a code package we put together to implement our headpho= ne screening task (intended to improve the quality of crowdsourced data):= =C2=A0<a href=3D"http://mcdermottlab.mit.edu/downloads.html" target=3D"_bla= nk">http://mcdermottlab.<wbr>mit.edu/downloads.html</a></div><div style=3D"= font-size:12.8px"><br></div><div style=3D"font-size:12.8px">We have general= ly found that the quality of data obtained online with our screening proced= ure is comparable to that of data obtained in the lab on the same experimen= ts. For obvious reasons we have only run experiments where precise stimulus= control seems unlikely to be critical.=C2=A0</div><span class=3D"gmail-im"= style=3D"font-size:12.8px"><div><br></div><div>Please feel free to contact= us at=C2=A0<a href=3D"mailto:kwoods@xxxxxxxx" target=3D"_blank">kwoods@xxxxxxxx= edu</a>=C2=A0with questions.</div><div><br></div><div>Sincerely,</div><div>= <br></div></span><div style=3D"font-size:12.8px">Kevin Woods (on behalf of = the McDermott Lab, Department of Brain and Cognitive Sciences, MIT)</div><d= iv class=3D"gmail-yj6qo gmail-ajU" style=3D"margin:2px 0px 0px;font-size:12= .8px"><div id=3D"gmail-:jp" class=3D"gmail-ajR" tabindex=3D"0"><img class= =3D"gmail-ajT" src=3D"https://ssl.gstatic.com/ui/v1/icons/mail/images/clear= dot.gif"></div><div id=3D"gmail-:jp" class=3D"gmail-ajR" tabindex=3D"0"><br= ></div></div><div class=3D"gmail_extra"><br><div class=3D"gmail_quote">On T= ue, Oct 3, 2017 at 12:59 AM, Samuel Mehr <span dir=3D"ltr">&lt;<a href=3D"m= ailto:sam@xxxxxxxx" target=3D"_blank">sam@xxxxxxxx</a>&gt;</s= pan> wrote:<br><blockquote class=3D"gmail_quote" style=3D"margin:0px 0px 0p= x 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir= =3D"ltr">Dear Dick,<div><br></div><div>Lots of folks do successful audio-ba= sed experiments on Turk and I generally find it to be a good platform for t= he sort of work you&#39;re describing (which is not really what I do, but e= xperimentally is similar enough for the purposes of your question). I&#39;v= e done a few simple listening experiments of the form &quot;listen to this = thing, answer some questions about it&quot;, and the results directly repli= cate parallel in-person experiments in my lab, even when Turkers geolocate = to lots of far-flung countries. I require subjects to wear headphones and v= alidate that requirement with this great task from Josh McDermott&#39;s lab= :<div><span><br></span></div><div><span>Woods, K. J. P., Siegel, M. H., Tra= er, J., &amp; McDermott, J. H. (2017). Headphone screening to facilitate we= b-based auditory experiments. </span><i>Attention, Perception, &amp; Psycho= physics</i><span>, 1=E2=80=939. <a href=3D"https://urldefense.proofpoint.co= m/v2/url?u=3Dhttps-3A__doi.org_10.3758_s13414-2D017-2D1361-2D2&amp;d=3DDwMF= aQ&amp;c=3DWO-RGvefibhHBZq3fL85hQ&amp;r=3DhClPLRw3tDEOn9yIUk8lXthixMA_5Xmkz= _VcyZe7Nis&amp;m=3D33Mv2SLQ46aahHEyH5V-aoAK1FI9yxgj--fQjCiOfBg&amp;s=3DEMJa= gVRicwRwOoDLHL7J_KOVCZaPaWuy6gr0vYRmTK4&amp;e=3D" target=3D"_blank">https:/= /doi.org/10.3758/s13414<wbr>-017-1361-2</a></span><div class=3D"gmail-m_694= 4949973339543626m_-6026670406689544790m_-3352800085354056723m_-631853183238= 2596260gmail-m_-3941813762889735983gmail-csl-bib-body" style=3D"line-height= :2;margin-left:2em"> =20 <span class=3D"gmail-m_6944949973339543626m_-6026670406689544790m_-335280= 0085354056723m_-6318531832382596260gmail-m_-3941813762889735983gmail-Z3988"= title=3D"url_ver=3DZ39.88-2004&amp;ctx_ver=3DZ39.88-2004&amp;rfr_id=3Dinfo= %3Asid%2Fzotero.org%3A2&amp;rft_id=3Dinfo%3Adoi%2F10.3758%2Fs13414-017-1361= -2&amp;rft_val_fmt=3Dinfo%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&amp;rft.genre= =3Darticle&amp;rft.atitle=3DHeadphone%20screening%20to%20facilitate%20web-b= ased%20auditory%20experiments&amp;rft.jtitle=3DAttention%2C%20Perception%2C= %20%26%20Psychophysics&amp;rft.stitle=3DAtten%20Percept%20Psychophys&amp;rf= t.aufirst=3DKevin%20J.%20P.&amp;rft.aulast=3DWoods&amp;rft.au=3DKevin%20J.%= 20P.%20Woods&amp;rft.au=3DMax%20H.%20Siegel&amp;rft.au=3DJames%20Traer&amp;= rft.au=3DJosh%20H.%20McDermott&amp;rft.date=3D2017-07-10&amp;rft.pages=3D1-= 9&amp;rft.spage=3D1&amp;rft.epage=3D9&amp;rft.issn=3D1943-3921%2C%201943-39= 3X&amp;rft.language=3Den"></span></div></div><div class=3D"gmail_extra"><br= ></div><div class=3D"gmail_extra">In a bunch of piloting, passing the headp= hone screener correlates with a bunch of other checks on Turker compliance,= positively. Things like &quot;What color is the sky? Please answer incorre= ctly, on purpose&quot; and &quot;Tell us honestly how carefully you complet= ed this HIT&quot;. Basically, if you have a few metrics in an experiment th= at capture variance on some dimension related to participant quality, you s= hould be able to easily tell which Turkers are actually doing good work and= which aren&#39;t. Depending on how your ethics approval is set up, you can= either pay everyone and filter out bad subjects, or require them to pass s= ome level of quality control to receive payment.</div><div class=3D"gmail_e= xtra"><br></div><div class=3D"gmail_extra">best</div><div class=3D"gmail_ex= tra">Sam</div><span class=3D"gmail-m_6944949973339543626m_-6026670406689544= 790HOEnZb"><font color=3D"#888888"><div class=3D"gmail_extra"><div><br clas= s=3D"gmail-m_6944949973339543626m_-6026670406689544790m_-335280008535405672= 3m_-6318531832382596260gmail-Apple-interchange-newline"><br></div>--=C2=A0<= br><div class=3D"gmail-m_6944949973339543626m_-6026670406689544790m_-335280= 0085354056723m_-6318531832382596260gmail-m_-3941813762889735983gmail_signat= ure"><div dir=3D"ltr"><div dir=3D"ltr"><div dir=3D"ltr"><div dir=3D"ltr"><d= iv dir=3D"ltr"><div dir=3D"ltr"><div dir=3D"ltr"><div dir=3D"ltr"><div dir= =3D"ltr"><div dir=3D"ltr"><div dir=3D"ltr"><div dir=3D"ltr"><div dir=3D"ltr= "><div dir=3D"ltr"><div dir=3D"ltr"><div dir=3D"ltr"><div dir=3D"ltr"><div = dir=3D"ltr"><div dir=3D"ltr"><div dir=3D"ltr"><div dir=3D"ltr"><div style= =3D"font-size:12.8px"><div style=3D"font-size:12.8px"><div style=3D"font-si= ze:12.8px"><div style=3D"font-size:12.8px"><div style=3D"font-size:12.8px">= <div style=3D"font-size:12.8px"><div style=3D"font-size:12.8px"><div style= =3D"color:rgb(136,136,136);font-size:12.8px"><div dir=3D"ltr" style=3D"colo= r:rgb(34,34,34);font-size:12.8px"><div dir=3D"ltr" style=3D"font-size:12.8p= x"><div dir=3D"ltr" style=3D"font-size:12.8px"><div dir=3D"ltr" style=3D"fo= nt-size:12.8px"><div dir=3D"ltr" style=3D"font-size:12.8px"><div dir=3D"ltr= " style=3D"font-size:12.8px"><font color=3D"#666666">Samuel Mehr</font></di= v><div style=3D"font-size:12.8px"><font color=3D"#666666">Department of Psy= chology</font></div><div dir=3D"ltr" style=3D"font-size:12.8px"><span style= =3D"color:rgb(102,102,102);font-size:12.8px">Harvard University</span><br><= /div><div dir=3D"ltr" style=3D"font-size:12.8px"><font color=3D"#666666"><a= href=3D"https://urldefense.proofpoint.com/v2/url?u=3Dhttp-3A__themusiclab.= org_&amp;d=3DDwMFaQ&amp;c=3DWO-RGvefibhHBZq3fL85hQ&amp;r=3DhClPLRw3tDEOn9yI= Uk8lXthixMA_5Xmkz_VcyZe7Nis&amp;m=3D33Mv2SLQ46aahHEyH5V-aoAK1FI9yxgj--fQjCi= OfBg&amp;s=3DpCUtydTJaz47M50EeAcCAChXuyOuAISrqupQZFMpbQ4&amp;e=3D" target= =3D"_blank">themusiclab.org</a></font></div><div dir=3D"ltr" style=3D"font-= size:12.8px"><font color=3D"#666666"><a href=3D"https://urldefense.proofpoi= nt.com/v2/url?u=3Dhttp-3A__naturalhistoryofsong.org_&amp;d=3DDwMFaQ&amp;c= =3DWO-RGvefibhHBZq3fL85hQ&amp;r=3DhClPLRw3tDEOn9yIUk8lXthixMA_5Xmkz_VcyZe7N= is&amp;m=3D33Mv2SLQ46aahHEyH5V-aoAK1FI9yxgj--fQjCiOfBg&amp;s=3Dv6DXeHQU7koD= z4xM-awDfZV_oPoAjPtmyikYNxdtgH0&amp;e=3D" style=3D"font-size:12.8px" target= =3D"_blank">naturalhistoryofsong.org</a></font></div></div></div></div></di= v></div></div></div></div></div></div></div></div></div></div></div></div><= /div></div></div></div></div></div></div></div></div></div></div></div></di= v></div></div></div></div></div></div></div></font></span><div><div class= =3D"gmail-m_6944949973339543626m_-6026670406689544790h5"><div class=3D"gmai= l_extra"><br></div><div class=3D"gmail_extra"><br></div><div class=3D"gmail= _extra"><br><div class=3D"gmail_quote">On Tue, Oct 3, 2017 at 8:57 AM, Rich= ard F. Lyon <span dir=3D"ltr">&lt;<a href=3D"mailto:dicklyon@xxxxxxxx" targe= t=3D"_blank">dicklyon@xxxxxxxx</a>&gt;</span> wrote:<br><blockquote class=3D= "gmail_quote" style=3D"margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(2= 04,204,204);padding-left:1ex"><div dir=3D"ltr"><div><div><div>Five years on= , are there any updates on experience using Mechanical Turk and such for so= und perception experiments?<br><br></div>I&#39;ve never conducted psychoaco= ustic experiments myself (other than informal ones on myself), but now I th= ink I have some modeling ideas that need to be tuned and tested with corres= ponding experimental data.=C2=A0 Is MTurk the way to go?=C2=A0 If it is, ar= e IRB approvals still needed? I don&#39;t even know if that applies to me; = probably my company has corresponding approval requirements.<br><br></div>I= &#39;m interested in things like SNR thresholds for binaural detection and = localization of different types of signals and noises -- 2AFC tests whose r= elative results across conditions would hopefully not be strongly dependent= on level or headphone quality.=C2=A0 Are there good MTurk task structures = that motivate people to do a good job on these, e.g. by making their space = quieter, paying attention, getting more pay as the task gets harder, or jus= t getting to do more similar tasks, etc.?=C2=A0 Can the pay depend on perfo= rmance?=C2=A0 Or just cut them off when the SNR has been lowered to thresho= ld, so that people with lower thresholds stay on and get paid longer?</div>= <div><br></div><div>If anyone in academia has a good setup for human experi= ments and an interest in collaborating on binaural model improvements, I&#3= 9;d love to discuss that, too, either privately or on the list.<br></div><d= iv><br></div>Dick<br><div><br></div></div><div class=3D"gmail_extra"><br><d= iv class=3D"gmail_quote">On Tue, Nov 13, 2012 at 3:36 AM, Kevin Tang <span = dir=3D"ltr">&lt;<a href=3D"mailto:kevin.tang.10@xxxxxxxx" target=3D"_blank= ">kevin.tang.10@xxxxxxxx</a>&gt;</span> wrote:<br><blockquote class=3D"gma= il_quote" style=3D"margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,2= 04,204);padding-left:1ex"><font><font face=3D"arial,helvetica,sans-serif">D= ear all,<br><br><font>I would recommend</font> &quot;</font></font>Experige= n&quot; - A framework for creating phonology experiments.<font><font face= =3D"arial,helvetica,sans-serif"> <font>The platform <font>can be use<font>d= for all kinds of <font>experiments, but <font>at the <font>moment, it does= n&#39;t support reaction time.</font></font></font></font></font></font></f= ont></font><br> <br><a href=3D"https://urldefense.proofpoint.com/v2/url?u=3Dhttps-3A__githu= b.com_tlozoot_experigen&amp;d=3DDwMFaQ&amp;c=3DWO-RGvefibhHBZq3fL85hQ&amp;r= =3DJU36mKiQOsv42HCBbLwTO302m5Y3d6JVmlBV92I0soM&amp;m=3D4MUnqICVVpK7XrN3Be2V= IFPKinSSytURTO3leZ9OPwA&amp;s=3DeI2DGG0-IDm1SRMvIl3WMSKxQdG8obVegCsDMX8NyDc= &amp;e=3D" target=3D"_blank">https://github.com/tlozoot/exp<wbr>erigen</a><= br><br><font>All the best,</font><br clear=3D"all"><div style=3D"font-famil= y:arial,helvetica,sans-serif"><font>Kevin</font><font><br> </font></div><br style=3D"font-family:arial,helvetica,sans-serif"><span sty= le=3D"border-collapse:separate;color:rgb(0,0,0);font-family:Helvetica;font-= style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-we= ight:normal;letter-spacing:normal;line-height:normal;text-indent:0px;text-t= ransform:none;white-space:normal;word-spacing:0px;font-size:medium"><span s= tyle=3D"border-collapse:separate;color:rgb(0,0,0);font-family:Helvetica;fon= t-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-= weight:normal;letter-spacing:normal;line-height:normal;text-indent:0px;text= -transform:none;white-space:normal;word-spacing:0px;font-size:medium"><span= style=3D"border-collapse:separate;color:rgb(0,0,0);font-family:Helvetica;f= ont-size:medium;font-style:normal;font-variant-ligatures:normal;font-varian= t-caps:normal;font-weight:normal;letter-spacing:normal;line-height:normal;t= ext-indent:0px;text-transform:none;white-space:normal;word-spacing:0px"><sp= an style=3D"border-collapse:separate;color:rgb(0,0,0);font-family:Helvetica= ;font-size:medium;font-style:normal;font-variant-ligatures:normal;font-vari= ant-caps:normal;font-weight:normal;letter-spacing:normal;line-height:normal= ;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px"><= span style=3D"border-collapse:separate;color:rgb(0,0,0);font-family:Helveti= ca;font-size:medium;font-style:normal;font-variant-ligatures:normal;font-va= riant-caps:normal;font-weight:normal;letter-spacing:normal;line-height:norm= al;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px"= ><span style=3D"border-collapse:separate;color:rgb(0,0,0);font-family:Helve= tica;font-size:12px;font-style:normal;font-variant-ligatures:normal;font-va= riant-caps:normal;font-weight:normal;letter-spacing:normal;line-height:norm= al;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px"= ><span style=3D"border-collapse:separate;color:rgb(0,0,0);font-family:Helve= tica;font-size:12px;font-style:normal;font-variant-ligatures:normal;font-va= riant-caps:normal;font-weight:normal;letter-spacing:normal;line-height:norm= al;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px"= ><span style=3D"border-collapse:separate;color:rgb(0,0,0);font-family:Helve= tica;font-size:12px;font-style:normal;font-variant-ligatures:normal;font-va= riant-caps:normal;font-weight:normal;letter-spacing:normal;line-height:norm= al;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px"= ><span style=3D"border-collapse:separate;color:rgb(0,0,0);font-family:Helve= tica;font-size:12px;font-style:normal;font-variant-ligatures:normal;font-va= riant-caps:normal;font-weight:normal;letter-spacing:normal;line-height:norm= al;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px"= ><span style=3D"font-family:arial,helvetica,sans-serif"> </span><div> <div style=3D"word-wrap:break-word"> <div> <div style=3D"word-wrap:break-word"> <div style=3D"font-family:arial,helvetica,sans-serif"><font size=3D"1">----= --------------------------</font></div> <div style=3D"font-family:arial,helvetica,sans-serif"><font size=3D"1">Kevi= n Tang<br></font></div> <div style=3D"font-family:arial,helvetica,sans-serif;color:rgb(0,0,0)"><fon= t size=3D"1">Doctoral candidate<br><span style=3D"border-collapse:separate;= color:rgb(0,0,0);font-family:Helvetica;font-style:normal;font-variant-ligat= ures:normal;font-variant-caps:normal;font-weight:normal;letter-spacing:norm= al;line-height:normal;text-indent:0px;text-transform:none;white-space:norma= l;word-spacing:0px"><span style=3D"border-collapse:separate;color:rgb(0,0,0= );font-family:Helvetica;font-style:normal;font-variant-ligatures:normal;fon= t-variant-caps:normal;font-weight:normal;letter-spacing:normal;line-height:= normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:= 0px"><span style=3D"border-collapse:separate;color:rgb(0,0,0);font-family:H= elvetica;font-style:normal;font-variant-ligatures:normal;font-variant-caps:= normal;font-weight:normal;letter-spacing:normal;line-height:normal;text-ind= ent:0px;text-transform:none;white-space:normal;word-spacing:0px"><span styl= e=3D"border-collapse:separate;color:rgb(0,0,0);font-family:Helvetica;font-s= tyle:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-wei= ght:normal;letter-spacing:normal;line-height:normal;text-indent:0px;text-tr= ansform:none;white-space:normal;word-spacing:0px"><span style=3D"border-col= lapse:separate;color:rgb(0,0,0);font-family:Helvetica;font-style:normal;fon= t-variant-ligatures:normal;font-variant-caps:normal;font-weight:normal;lett= er-spacing:normal;line-height:normal;text-indent:0px;text-transform:none;wh= ite-space:normal;word-spacing:0px"><span style=3D"border-collapse:separate;= color:rgb(0,0,0);font-family:Helvetica;font-style:normal;font-variant-ligat= ures:normal;font-variant-caps:normal;font-weight:normal;letter-spacing:norm= al;line-height:normal;text-indent:0px;text-transform:none;white-space:norma= l;word-spacing:0px"><span style=3D"border-collapse:separate;color:rgb(0,0,0= );font-family:Helvetica;font-style:normal;font-variant-ligatures:normal;fon= t-variant-caps:normal;font-weight:normal;letter-spacing:normal;line-height:= normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:= 0px"><span style=3D"border-collapse:separate;color:rgb(0,0,0);font-family:H= elvetica;font-style:normal;font-variant-ligatures:normal;font-variant-caps:= normal;font-weight:normal;letter-spacing:normal;line-height:normal;text-ind= ent:0px;text-transform:none;white-space:normal;word-spacing:0px"><span styl= e=3D"border-collapse:separate;color:rgb(0,0,0);font-family:Helvetica;font-s= tyle:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-wei= ght:normal;letter-spacing:normal;line-height:normal;text-indent:0px;text-tr= ansform:none;white-space:normal;word-spacing:0px">UCL (University College L= ondon</span></span></span></span></span></span></span></span></span>)<br> </font><font size=3D"1">Division of Psychology and Language Sciences<br></f= ont></div> <div style=3D"font-family:arial,helvetica,sans-serif;color:rgb(0,0,0)"><fon= t size=3D"1">Department of Linguistics</font></div> <div><font size=3D"1"><font color=3D"#000000"><span style=3D"background-col= or:transparent"></span></font></font> <div style=3D"margin:0px"> <font size=3D"1">Rm 102, Chandler House, <a href=3D"https://urldefense.proo= fpoint.com/v2/url?u=3Dhttps-3A__maps.google.com_-3Fq-3D2-2BWakefield-2BSt-2= BLondon-2BWC1N-2B1PF-26entry-3Dgmail-26source-3Dg&amp;d=3DDwMFaQ&amp;c=3DWO= -RGvefibhHBZq3fL85hQ&amp;r=3DhClPLRw3tDEOn9yIUk8lXthixMA_5Xmkz_VcyZe7Nis&am= p;m=3D33Mv2SLQ46aahHEyH5V-aoAK1FI9yxgj--fQjCiOfBg&amp;s=3Df8c__oY6QnWWpaLe5= wHPztT3G3Zkodq8t19hbAxnvhE&amp;e=3D" target=3D"_blank">2 Wakefield St</a><b= r><a href=3D"https://urldefense.proofpoint.com/v2/url?u=3Dhttps-3A__maps.go= ogle.com_-3Fq-3D2-2BWakefield-2BSt-2BLondon-2BWC1N-2B1PF-26entry-3Dgmail-26= source-3Dg&amp;d=3DDwMFaQ&amp;c=3DWO-RGvefibhHBZq3fL85hQ&amp;r=3DhClPLRw3tD= EOn9yIUk8lXthixMA_5Xmkz_VcyZe7Nis&amp;m=3D33Mv2SLQ46aahHEyH5V-aoAK1FI9yxgj-= -fQjCiOfBg&amp;s=3Df8c__oY6QnWWpaLe5wHPztT3G3Zkodq8t19hbAxnvhE&amp;e=3D" ta= rget=3D"_blank">London WC1N 1PF</a><br><br></font> </div><font size=3D"1">mailto: <a href=3D"mailto:kevin.tang.10@xxxxxxxx" t= arget=3D"_blank">kevin.tang.10@xxxxxxxx</a>, <a href=3D"mailto:kevin.tang@xxxxxxxx= cantab.net" target=3D"_blank">kevin.tang@xxxxxxxx</a><br><a href=3D"https= ://urldefense.proofpoint.com/v2/url?u=3Dhttp-3A__www.ucl.ac.uk_psychlangsci= _research_linguistics_People_research-2Dstudents_k-5Ftang&amp;d=3DDwMFaQ&am= p;c=3DWO-RGvefibhHBZq3fL85hQ&amp;r=3DJU36mKiQOsv42HCBbLwTO302m5Y3d6JVmlBV92= I0soM&amp;m=3D4MUnqICVVpK7XrN3Be2VIFPKinSSytURTO3leZ9OPwA&amp;s=3DKsTUlaFCI= tm3eXJcXxv0lJhbaWkuWGkEcblrD-R9k4I&amp;e=3D" target=3D"_blank">http://www.u= cl.ac.uk/psychlang<wbr>sci/research/linguistics/Peopl<wbr>e/research-studen= ts/k_tang</a><br> <a href=3D"https://urldefense.proofpoint.com/v2/url?u=3Dhttps-3A__sites.goo= gle.com_site_kevintangcantab_home&amp;d=3DDwMFaQ&amp;c=3DWO-RGvefibhHBZq3fL= 85hQ&amp;r=3DJU36mKiQOsv42HCBbLwTO302m5Y3d6JVmlBV92I0soM&amp;m=3D4MUnqICVVp= K7XrN3Be2VIFPKinSSytURTO3leZ9OPwA&amp;s=3DTEkzqd18yqtZQaTqACm9hWeGEKhWmryzc= Qh5FttO5hQ&amp;e=3D" target=3D"_blank">https://sites.google.com/site/<wbr>k= evintangcantab/home</a><br></font></div></div></div></div></div></span></sp= an></span></span></span></span></span></span></span><font size=3D"1"><span = style=3D"border-collapse:separate;color:rgb(0,0,0);font-family:Helvetica;fo= nt-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font= -weight:normal;letter-spacing:normal;line-height:normal;text-indent:0px;tex= t-transform:none;white-space:normal;word-spacing:0px"><span style=3D"border= -collapse:separate;color:rgb(0,0,0);font-family:Helvetica;font-style:normal= ;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:normal;= letter-spacing:normal;line-height:normal;text-indent:0px;text-transform:non= e;white-space:normal;word-spacing:0px"><span style=3D"border-collapse:separ= ate;color:rgb(0,0,0);font-family:Helvetica;font-style:normal;font-variant-l= igatures:normal;font-variant-caps:normal;font-weight:normal;letter-spacing:= normal;line-height:normal;text-indent:0px;text-transform:none;white-space:n= ormal;word-spacing:0px"><span style=3D"border-collapse:separate;color:rgb(0= ,0,0);font-family:Helvetica;font-style:normal;font-variant-ligatures:normal= ;font-variant-caps:normal;font-weight:normal;letter-spacing:normal;line-hei= ght:normal;text-indent:0px;text-transform:none;white-space:normal;word-spac= ing:0px"><span style=3D"border-collapse:separate;color:rgb(0,0,0);font-fami= ly:Helvetica;font-style:normal;font-variant-ligatures:normal;font-variant-c= aps:normal;font-weight:normal;letter-spacing:normal;line-height:normal;text= -indent:0px;text-transform:none;white-space:normal;word-spacing:0px"><span = style=3D"border-collapse:separate;color:rgb(0,0,0);font-family:Helvetica;fo= nt-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font= -weight:normal;letter-spacing:normal;line-height:normal;text-indent:0px;tex= t-transform:none;white-space:normal;word-spacing:0px"><span style=3D"border= -collapse:separate;color:rgb(0,0,0);font-family:Helvetica;font-style:normal= ;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:normal;= letter-spacing:normal;line-height:normal;text-indent:0px;text-transform:non= e;white-space:normal;word-spacing:0px"><span style=3D"border-collapse:separ= ate;color:rgb(0,0,0);font-family:Helvetica;font-style:normal;font-variant-l= igatures:normal;font-variant-caps:normal;font-weight:normal;letter-spacing:= normal;line-height:normal;text-indent:0px;text-transform:none;white-space:n= ormal;word-spacing:0px"><span style=3D"border-collapse:separate;color:rgb(0= ,0,0);font-family:Helvetica;font-style:normal;font-variant-ligatures:normal= ;font-variant-caps:normal;font-weight:normal;letter-spacing:normal;line-hei= ght:normal;text-indent:0px;text-transform:none;white-space:normal;word-spac= ing:0px">------------------------------</span></span></span></span></span><= /span></span></span></span></font><div class=3D"gmail-m_6944949973339543626= m_-6026670406689544790m_-3352800085354056723m_-6318531832382596260gmail-m_-= 3941813762889735983m_2962783548217721872HOEnZb"><div class=3D"gmail-m_69449= 49973339543626m_-6026670406689544790m_-3352800085354056723m_-63185318323825= 96260gmail-m_-3941813762889735983m_2962783548217721872h5"><div> </div><div></div><div></div><div></div><br> <br><br><div class=3D"gmail_quote">On 12 November 2012 22:35, Jieun Oh <spa= n dir=3D"ltr">&lt;<a href=3D"mailto:jieun5@xxxxxxxx" target=3D"_b= lank">jieun5@xxxxxxxx</a>&gt;</span> wrote:<br><blockquote class= =3D"gmail_quote" style=3D"margin:0px 0px 0px 0.8ex;border-left:1px solid rg= b(204,204,204);padding-left:1ex"> <div> <div>Hello,</div> <div><br> </div> <div>I recently presented (at this year&#39;s ICMPC conference) a paper on = using online crowdsourcing (e.g. Amazon Mechanical Turk) for conducting mus= ic perception experiments. I&#39;ve attached the paper for your information= , which includes, in Section IV, examples of how the MIR community has been using this approach in recent years.=C2= =A0</div> <div><br> </div> <div>Online crowdsourcing as a research methodology definitely has pros and= cons, but I feel that there is a growing potential for it, especially if t= he study requires mass participation and can be designed as a short/simple = task.</div> <div><br> </div> <div>Best, Jieun</div><div><div class=3D"gmail-m_6944949973339543626m_-6026= 670406689544790m_-3352800085354056723m_-6318531832382596260gmail-m_-3941813= 762889735983m_2962783548217721872m_-3386482373432126768h5"> <div><br> </div> <div><br> </div> <div><br> <div class=3D"gmail_quote">On Sat, Nov 10, 2012 at 6:32 AM, Sam Mathias <sp= an dir=3D"ltr"> &lt;<a href=3D"mailto:smathias@xxxxxxxx" target=3D"_blank">smathias@xxxxxxxx= pg.de</a>&gt;</span> wrote:<br> <blockquote class=3D"gmail_quote" style=3D"margin:0px 0px 0px 0.8ex;border-= left:1px solid rgb(204,204,204);padding-left:1ex"> During my PhD I created this online test using adobe flash:=C2=A0<a href=3D= "https://urldefense.proofpoint.com/v2/url?u=3Dhttp-3A__www.auditorytest.zxq= .net&amp;d=3DDwMFaQ&amp;c=3DWO-RGvefibhHBZq3fL85hQ&amp;r=3DJU36mKiQOsv42HCB= bLwTO302m5Y3d6JVmlBV92I0soM&amp;m=3D4MUnqICVVpK7XrN3Be2VIFPKinSSytURTO3leZ9= OPwA&amp;s=3DQKBXmLLfxza96D7Ovoumzbs1K0O8wR_qGgHBy3yvGOM&amp;e=3D" target= =3D"_blank">www.auditorytest.zxq.ne<wbr>t</a><br> <br> I used it to search for potential participants who were poor at pitch discr= imination. [Mathias, Micheyl, &amp; Bailey (2010) JASA, 127, 3026-3037]. I = found flash to be highly versatile, have good functionality for auditory pl= ayback, and not too difficult to learn. However, I think support for this software is really dwindling these days = (being replaced by HTML 5?) so it may be obsolete soon. It was also horrend= ously expense: I coded it with the 30-day trial version so I didn&#39;t hav= e to pay for it. <div><br> Sam <div> <div><br> <br> On 9 November 2012 14:34, Robert Zatorre &lt;<a href=3D"mailto:robert.zator= re@xxxxxxxx" target=3D"_blank">robert.zatorre@xxxxxxxx</a>&gt; wrote:<br> &gt;<br> &gt; Dear list<br> &gt;<br> &gt; Several times the list has received requests for participation in web-= based experiments. We would like to implement something along these lines, = and I am wondering if any of you who have experience with it have recommend= ations (for or against) software to use. We are looking for something reasonably inexpensive and simple to pro= gram that would allow us to present audio stimuli and collect behavioral re= sponses, ideally with response times although that may not be so simple I r= ealize.<br> &gt;<br> &gt; Any advice would be welcome. Thank you in advance<br> &gt;<br> &gt; Robert Zatorre<br> &gt;<br> &gt;<br> &gt;<br> &gt; -+-+-+-+-+-+-+-+-+-+-+-+-+-+-+<wbr>-+-+<br> &gt;<br> &gt; Robert J. Zatorre, Ph.D.<br> &gt; Montreal Neurological Institute<br> &gt; <a href=3D"https://urldefense.proofpoint.com/v2/url?u=3Dhttps-3A__maps= .google.com_-3Fq-3D3801-2BUniversity-2BSt.-2B-250D-2B-253E-2BMontreal-2C-2B= QC-2BCanada-2BH3A-2B2B4-26entry-3Dgmail-26source-3Dg&amp;d=3DDwMFaQ&amp;c= =3DWO-RGvefibhHBZq3fL85hQ&amp;r=3DhClPLRw3tDEOn9yIUk8lXthixMA_5Xmkz_VcyZe7N= is&amp;m=3D33Mv2SLQ46aahHEyH5V-aoAK1FI9yxgj--fQjCiOfBg&amp;s=3DR8i9giRFqPtO= BoFy7UFFEa6AhREIC0NQAZ78syJHH_o&amp;e=3D" target=3D"_blank">3801 University= St.</a><br> &gt; <a href=3D"https://urldefense.proofpoint.com/v2/url?u=3Dhttps-3A__maps= .google.com_-3Fq-3D3801-2BUniversity-2BSt.-2B-250D-2B-253E-2BMontreal-2C-2B= QC-2BCanada-2BH3A-2B2B4-26entry-3Dgmail-26source-3Dg&amp;d=3DDwMFaQ&amp;c= =3DWO-RGvefibhHBZq3fL85hQ&amp;r=3DhClPLRw3tDEOn9yIUk8lXthixMA_5Xmkz_VcyZe7N= is&amp;m=3D33Mv2SLQ46aahHEyH5V-aoAK1FI9yxgj--fQjCiOfBg&amp;s=3DR8i9giRFqPtO= BoFy7UFFEa6AhREIC0NQAZ78syJHH_o&amp;e=3D" target=3D"_blank">Montreal, QC Ca= nada H3A 2B4</a><br> &gt; phone: <a href=3D"tel:1-514-398-8903" value=3D"+15143988903" target=3D= "_blank">1-514-398-8903</a><br> &gt; fax: <a href=3D"tel:1-514-398-1338" value=3D"+15143981338" target=3D"_= blank">1-514-398-1338</a><br> &gt; e-mail: <a href=3D"mailto:robert.zatorre@xxxxxxxx" target=3D"_blank">= robert.zatorre@xxxxxxxx</a><br> &gt; web site: <a href=3D"https://urldefense.proofpoint.com/v2/url?u=3Dhttp= -3A__www.zlab.mcgill.ca&amp;d=3DDwMFaQ&amp;c=3DWO-RGvefibhHBZq3fL85hQ&amp;r= =3DJU36mKiQOsv42HCBbLwTO302m5Y3d6JVmlBV92I0soM&amp;m=3D4MUnqICVVpK7XrN3Be2V= IFPKinSSytURTO3leZ9OPwA&amp;s=3Dg5Vi4QE9Nl27c_ni3SaaSKkwQikMQAyKbL6l76ypxKg= &amp;e=3D" target=3D"_blank">www.zlab.mcgill.ca</a><br> <br> <br> <br><span class=3D"gmail-m_6944949973339543626m_-6026670406689544790m_-3352= 800085354056723m_-6318531832382596260gmail-m_-3941813762889735983HOEnZb"><f= ont color=3D"#888888"> <br> </font></span></div><span class=3D"gmail-m_6944949973339543626m_-6026670406= 689544790m_-3352800085354056723m_-6318531832382596260gmail-m_-3941813762889= 735983HOEnZb"><font color=3D"#888888"> </font></span></div><span class=3D"gmail-m_6944949973339543626m_-6026670406= 689544790m_-3352800085354056723m_-6318531832382596260gmail-m_-3941813762889= 735983HOEnZb"><font color=3D"#888888"> --<br> Dr. Samuel R. Mathias<br> Neural Mechanisms of Human Communication<br> Max Planck Institute for Human Cognitive and Brain Sciences<br> <a href=3D"https://urldefense.proofpoint.com/v2/url?u=3Dhttps-3A__maps.goog= le.com_-3Fq-3DStephanstra-25C3-259Fe-2B1-2B-250D-2B04103-2BLeipzig-2C-2BGer= many-26entry-3Dgmail-26source-3Dg&amp;d=3DDwMFaQ&amp;c=3DWO-RGvefibhHBZq3fL= 85hQ&amp;r=3DhClPLRw3tDEOn9yIUk8lXthixMA_5Xmkz_VcyZe7Nis&amp;m=3D33Mv2SLQ46= aahHEyH5V-aoAK1FI9yxgj--fQjCiOfBg&amp;s=3DSeXCZ3QtP0MH1pLEJjVBqA9I_x3ClBbk3= bGqRQ0DAJs&amp;e=3D" target=3D"_blank">Stephanstra=C3=9Fe 1</a><br> 04103 Leipzig, Germany<br> Tel: <a href=3D"tel:%2B49%20341%209940%202479" value=3D"+4934199402479" tar= get=3D"_blank"> +49 341 9940 2479</a></font></span></div><span class=3D"gmail-m_69449499733= 39543626m_-6026670406689544790m_-3352800085354056723m_-6318531832382596260g= mail-m_-3941813762889735983HOEnZb"><font color=3D"#888888"> </font></span></blockquote><span class=3D"gmail-m_6944949973339543626m_-602= 6670406689544790m_-3352800085354056723m_-6318531832382596260gmail-m_-394181= 3762889735983HOEnZb"><font color=3D"#888888"> </font></span></div><span class=3D"gmail-m_6944949973339543626m_-6026670406= 689544790m_-3352800085354056723m_-6318531832382596260gmail-m_-3941813762889= 735983HOEnZb"><font color=3D"#888888"> <br> </font></span></div><span class=3D"gmail-m_6944949973339543626m_-6026670406= 689544790m_-3352800085354056723m_-6318531832382596260gmail-m_-3941813762889= 735983HOEnZb"><font color=3D"#888888"> </font></span></div></div></div><span class=3D"gmail-m_6944949973339543626m= _-6026670406689544790m_-3352800085354056723m_-6318531832382596260gmail-m_-3= 941813762889735983HOEnZb"><font color=3D"#888888"> </font></span></blockquote></div><span class=3D"gmail-m_6944949973339543626= m_-6026670406689544790m_-3352800085354056723m_-6318531832382596260gmail-m_-= 3941813762889735983HOEnZb"><font color=3D"#888888"><br> </font></span></div></div></blockquote></div><br></div> </blockquote></div><br><br> </div></div></div></div></div> </blockquote></div><br></div></div> --f403045fa61ced931e055aaf0d22--


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