Re: [AUDITORY] Scream spectrum (Joshua Reiss )


Subject: Re: [AUDITORY] Scream spectrum
From:    Joshua Reiss  <joshua.reiss@xxxxxxxx>
Date:    Fri, 17 Feb 2017 09:54:51 +0000
List-Archive:<http://lists.mcgill.ca/scripts/wa.exe?LIST=AUDITORY>

--_000_HE1PR0701MB24437D96663C348F302CD001B95D0HE1PR0701MB2443_ Content-Type: text/plain; charset="iso-8859-1" Content-Transfer-Encoding: quoted-printable I just read the Arnal paper. Very interesting, but now I'll need to read up= about the modulation power spectrum a bit more. Anyway, here's a quick list of some scream-related papers; =B7 Begault, Durand R., 'Forensic Analysis of the Audibility of Fem= ale Screams,' AES 33rd Conf.: Audio Forensics-Theory and Practice (June 200= 8) =B7 K. Kato and A. Ito, "Acoustic Features and Auditory Impressions= of Death Growl and Screaming Voice," 2013 Ninth International Conference o= n Intelligent Information Hiding and Multimedia Signal Processing, Beijing,= 2013, pp. 460-463. =B7 Lopatka, Kuba; Czyzewski, Andrzej, 'Automatic Regular Voice, Ra= ised Voice, and Scream Recognition Employing Fuzzy Logic,' AES 132nd conven= tion, Budapest, 2012 =B7 M. Z. Zaheer, J. Y. Kim, H. G. Kim and S. Y. Na, "A Preliminary= Study on Deep-Learning Based Screaming Sound Detection," 2015 5th Internat= ional Conference on IT Convergence and Security (ICITCS), Kuala Lumpur, 201= 5, pp. 1-4. =B7 P. Laffitte, D. Sodoyer, C. Tatkeu and L. Girin, "Deep neural n= etworks for automatic detection of screams and shouted speech in subway tra= ins," 2016 IEEE International Conference on Acoustics, Speech and Signal Pr= ocessing (ICASSP), Shanghai, 2016, pp. 6460-6464. =B7 L. Gerosa, G. Valenzise, M. Tagliasacchi, F. Antonacci and A. S= arti, "Scream and gunshot detection in noisy environments," 2007 15th Europ= ean Signal Processing Conference, Poznan, 2007, pp. 1216-1220. =B7 Sharma and S. Kaul, "Two-Stage Supervised Learning-Based Method= to Detect Screams and Cries in Urban Environments," in IEEE/ACM Transactio= ns on Audio, Speech, and Language Processing, vol. 24, no. 2, pp. 290-299, = Feb. 2016. =B7 M. K. Nandwana, A. Ziaei and J. H. L. Hansen, "Robust unsupervi= sed detection of human screams in noisy acoustic environments," 2015 IEEE I= nternational Conference on Acoustics, Speech and Signal Processing (ICASSP)= , South Brisbane, QLD, 2015, pp. 161-165. =B7 G. Valenzise, L. Gerosa, M. Tagliasacchi, F. Antonacci and A. S= arti, "Scream and gunshot detection and localization for audio-surveillance= systems," 2007 IEEE Conference on Advanced Video and Signal Based Surveill= ance, London, 2007, pp. 21-26. =B7 Weimin Huang, Tuan Kiang Chiew, Haizhou Li, Tian Shiang Kok and= Jit Biswas, "Scream detection for home applications," 2010 5th IEEE Confer= ence on Industrial Electronics and Applications, Taichung, 2010, pp. 2115-2= 120. The first two look most interesting, and the rest all seem to be mostly jus= t 'applying my favourite machine learning technique to scream data'. The Ka= to paper is really about screams and growls in death metal music, which is = quite different. Begault's paper, though, has a fair bit of discussion of t= he spectra of screams. He notes "the local frequency modulation ('warble' o= r 'vibrato')" and states that scream "frequency content seems almost tailor= ed to frequencies of maximal sensitivity on an equal-loudness contour." He = also has some interesting discussion of investigations of scream audibility= for a court case. ---------------------------------------------------------------------------= -- Josh Reiss Reader in Audio Engineering, Queen Mary University of London Blog: https://intelligentsoundengineering.wordpress.com/ Youtube: https://www.youtube.com/user/IntelligentSoundEng Publications: http://www.eecs.qmul.ac.uk/~josh/publications.htm ---------------------------------------------------------------------------= -- From: AUDITORY - Research in Auditory Perception [mailto:AUDITORY@xxxxxxxx= ILL.CA] On Behalf Of SCHON Daniele Sent: 07 February 2017 07:50 To: AUDITORY@xxxxxxxx<mailto:AUDITORY@xxxxxxxx> Subject: Re: Scream spectrum Dear David, You could have a look at the work of Luc Arnal. There is a recent and very = nice paper in Current Biology 2015 http://www.cell.com/current-biology/abstract/S0960-9822(15)00737-X best regards [https://sesame.univ-amu.fr/Logos/logo_amu.png]Daniele Schon - Chercheur - = INS INSTITUT DE NEUROSCIENCES DES SYSTEMES INSERM & Aix-Marseille Universit=E9 - Timone - 27 BVD Jean Moulin - 13005 M= arseille T=E9l: +33(0)4 91 38 46 32 / 55 77 Site : https://sites.google.com/site/danieleschon/home - Email : daniele.sc= hon@xxxxxxxx<mailto:daniele.schon@xxxxxxxx> Afin de respecter l'environnement, merci de n'imprimer cet email que si n= =E9cessaire. ________________________________ De : AUDITORY - Research in Auditory Perception de la part de Huron, David Envoy=E9 : lundi 6 f=E9vrier 2017 21:56 =C0 : AUDITORY@xxxxxxxx<mailto:AUDITORY@xxxxxxxx> Objet : Scream spectrum Dear collective wisdom, I recall reading somewhere (long ago) that most human screams exhibit a spe= ctral peak in the 3 kHz region (more broadly, 2-5 kHz) coinciding with the = threshold dip due to the ear canal resonance. The implication is that screa= ms are co-adapted to the most sensitive region of human hearing. Can anyone point me to a suitable reference? Even literature reporting powe= r spectrum data for human screams would be useful. David Huron --_000_HE1PR0701MB24437D96663C348F302CD001B95D0HE1PR0701MB2443_ Content-Type: text/html; charset="iso-8859-1" Content-Transfer-Encoding: quoted-printable <html xmlns:v=3D"urn:schemas-microsoft-com:vml" xmlns:o=3D"urn:schemas-micr= osoft-com:office:office" xmlns:w=3D"urn:schemas-microsoft-com:office:word" = xmlns:m=3D"http://schemas.microsoft.com/office/2004/12/omml" xmlns=3D"http:= //www.w3.org/TR/REC-html40"> <head> <meta http-equiv=3D"Content-Type" content=3D"text/html; charset=3Diso-8859-= 1"> <meta name=3D"Generator" content=3D"Microsoft Word 15 (filtered medium)"> <!--[if !mso]><style>v\:* {behavior:url(#default#VML);} o\:* {behavior:url(#default#VML);} w\:* {behavior:url(#default#VML);} .shape {behavior:url(#default#VML);} </style><![endif]--><style><!-- /* Font Definitions */ @xxxxxxxx {font-family:Wingdings; panose-1:5 0 0 0 0 0 0 0 0 0;} @xxxxxxxx {font-family:"Cambria Math"; panose-1:2 4 5 3 5 4 6 3 2 4;} @xxxxxxxx {font-family:Calibri; panose-1:2 15 5 2 2 2 4 3 2 4;} @xxxxxxxx {font-family:Verdana; panose-1:2 11 6 4 3 5 4 4 2 4;} @xxxxxxxx {font-family:Tahoma; panose-1:2 11 6 4 3 5 4 4 2 4;} /* Style Definitions */ p.MsoNormal, li.MsoNormal, div.MsoNormal {margin:0cm; margin-bottom:.0001pt; font-size:12.0pt; font-family:"Times New Roman",serif;} a:link, span.MsoHyperlink {mso-style-priority:99; color:blue; text-decoration:underline;} a:visited, span.MsoHyperlinkFollowed {mso-style-priority:99; color:purple; text-decoration:underline;} p {mso-style-priority:99; margin:0cm; margin-bottom:.0001pt; font-size:12.0pt; font-family:"Times New Roman",serif;} p.MsoListParagraph, li.MsoListParagraph, div.MsoListParagraph {mso-style-priority:34; margin-top:0cm; margin-right:0cm; margin-bottom:0cm; margin-left:36.0pt; margin-bottom:.0001pt; font-size:12.0pt; font-family:"Times New Roman",serif;} span.EmailStyle19 {mso-style-type:personal; font-family:"Calibri",sans-serif; color:#1F497D;} span.EmailStyle21 {mso-style-type:personal-reply; font-family:"Calibri",sans-serif; color:#1F497D;} .MsoChpDefault {mso-style-type:export-only; font-size:10.0pt;} @xxxxxxxx WordSection1 {size:612.0pt 792.0pt; margin:72.0pt 72.0pt 72.0pt 72.0pt;} div.WordSection1 {page:WordSection1;} /* List Definitions */ @xxxxxxxx l0 {mso-list-id:416832746; mso-list-type:hybrid; mso-list-template-ids:1965862206 134807553 134807555 134807557 134807553 1= 34807555 134807557 134807553 134807555 134807557;} @xxxxxxxx l0:level1 {mso-level-number-format:bullet; mso-level-text:\F0B7; mso-level-tab-stop:none; mso-level-number-position:left; text-indent:-18.0pt; font-family:Symbol;} @xxxxxxxx l0:level2 {mso-level-number-format:bullet; mso-level-text:o; mso-level-tab-stop:none; mso-level-number-position:left; text-indent:-18.0pt; font-family:"Courier New";} @xxxxxxxx l0:level3 {mso-level-number-format:bullet; mso-level-text:\F0A7; mso-level-tab-stop:none; mso-level-number-position:left; text-indent:-18.0pt; font-family:Wingdings;} @xxxxxxxx l0:level4 {mso-level-number-format:bullet; mso-level-text:\F0B7; mso-level-tab-stop:none; mso-level-number-position:left; text-indent:-18.0pt; font-family:Symbol;} @xxxxxxxx l0:level5 {mso-level-number-format:bullet; mso-level-text:o; mso-level-tab-stop:none; mso-level-number-position:left; text-indent:-18.0pt; font-family:"Courier New";} @xxxxxxxx l0:level6 {mso-level-number-format:bullet; mso-level-text:\F0A7; mso-level-tab-stop:none; mso-level-number-position:left; text-indent:-18.0pt; font-family:Wingdings;} @xxxxxxxx l0:level7 {mso-level-number-format:bullet; mso-level-text:\F0B7; mso-level-tab-stop:none; mso-level-number-position:left; text-indent:-18.0pt; font-family:Symbol;} @xxxxxxxx l0:level8 {mso-level-number-format:bullet; mso-level-text:o; mso-level-tab-stop:none; mso-level-number-position:left; text-indent:-18.0pt; font-family:"Courier New";} @xxxxxxxx l0:level9 {mso-level-number-format:bullet; mso-level-text:\F0A7; mso-level-tab-stop:none; mso-level-number-position:left; text-indent:-18.0pt; font-family:Wingdings;} ol {margin-bottom:0cm;} ul {margin-bottom:0cm;} --></style><!--[if gte mso 9]><xml> <o:shapedefaults v:ext=3D"edit" spidmax=3D"1027" /> </xml><![endif]--><!--[if gte mso 9]><xml> <o:shapelayout v:ext=3D"edit"> <o:idmap v:ext=3D"edit" data=3D"1" /> </o:shapelayout></xml><![endif]--> </head> <body bgcolor=3D"white" lang=3D"EN-GB" link=3D"blue" vlink=3D"purple"> <div class=3D"WordSection1"> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US">I just rea= d the Arnal paper. Very interesting, but now I&#8217;ll need to read up abo= ut the modulation power spectrum a bit more.<o:p></o:p></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US"><o:p>&nbsp= ;</o:p></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US">Anyway, he= re&#8217;s a quick list of some scream-related papers;<o:p></o:p></span></p= > <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US"><o:p>&nbsp= ;</o:p></span></p> <p class=3D"MsoListParagraph" style=3D"text-indent:-18.0pt;mso-list:l0 leve= l1 lfo2"><![if !supportLists]><span style=3D"font-size:11.0pt;font-family:S= ymbol;color:#1F497D;mso-fareast-language:EN-US"><span style=3D"mso-list:Ign= ore">=B7<span style=3D"font:7.0pt &quot;Times New Roman&quot;">&nbsp;&nbsp;= &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style=3D"font-size:11.0pt;font-family:= &quot;Calibri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US">Be= gault, Durand R., 'Forensic Analysis of the Audibility of Female Screams,' = AES 33rd Conf.: Audio Forensics-Theory and Practice (June 2008) <o:p></o:p></span></p> <p class=3D"MsoListParagraph" style=3D"text-indent:-18.0pt;mso-list:l0 leve= l1 lfo2"><![if !supportLists]><span style=3D"font-size:11.0pt;font-family:S= ymbol;color:#1F497D;mso-fareast-language:EN-US"><span style=3D"mso-list:Ign= ore">=B7<span style=3D"font:7.0pt &quot;Times New Roman&quot;">&nbsp;&nbsp;= &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style=3D"font-size:11.0pt;font-family:= &quot;Calibri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US">K.= Kato and A. Ito, &quot;Acoustic Features and Auditory Impressions of Death= Growl and Screaming Voice,&quot; 2013 Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Process= ing, Beijing, 2013, pp. 460-463.<o:p></o:p></span></p> <p class=3D"MsoListParagraph" style=3D"text-indent:-18.0pt;mso-list:l0 leve= l1 lfo2"><![if !supportLists]><span style=3D"font-size:11.0pt;font-family:S= ymbol;color:#1F497D;mso-fareast-language:EN-US"><span style=3D"mso-list:Ign= ore">=B7<span style=3D"font:7.0pt &quot;Times New Roman&quot;">&nbsp;&nbsp;= &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style=3D"font-size:11.0pt;font-family:= &quot;Calibri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US">Lo= patka, Kuba; Czyzewski, Andrzej, 'Automatic Regular Voice, Raised Voice, an= d Scream Recognition Employing Fuzzy Logic,' AES 132nd convention, Budapest, 2012<o:p></o:p></span></p> <p class=3D"MsoListParagraph" style=3D"text-indent:-18.0pt;mso-list:l0 leve= l1 lfo2"><![if !supportLists]><span style=3D"font-size:11.0pt;font-family:S= ymbol;color:#1F497D;mso-fareast-language:EN-US"><span style=3D"mso-list:Ign= ore">=B7<span style=3D"font:7.0pt &quot;Times New Roman&quot;">&nbsp;&nbsp;= &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style=3D"font-size:11.0pt;font-family:= &quot;Calibri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US">M.= Z. Zaheer, J. Y. Kim, H. G. Kim and S. Y. Na, &quot;A Preliminary Study on= Deep-Learning Based Screaming Sound Detection,&quot; 2015 5th International Conference on IT Convergence and Security (ICITCS),= Kuala Lumpur, 2015, pp. 1-4.<o:p></o:p></span></p> <p class=3D"MsoListParagraph" style=3D"text-indent:-18.0pt;mso-list:l0 leve= l1 lfo2"><![if !supportLists]><span style=3D"font-size:11.0pt;font-family:S= ymbol;color:#1F497D;mso-fareast-language:EN-US"><span style=3D"mso-list:Ign= ore">=B7<span style=3D"font:7.0pt &quot;Times New Roman&quot;">&nbsp;&nbsp;= &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style=3D"font-size:11.0pt;font-family:= &quot;Calibri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US">P.= Laffitte, D. Sodoyer, C. Tatkeu and L. Girin, &quot;Deep neural networks f= or automatic detection of screams and shouted speech in subway trains,&quot; 2016 IEEE International Conference on Acoustics, S= peech and Signal Processing (ICASSP), Shanghai, 2016, pp. 6460-6464.<o:p></= o:p></span></p> <p class=3D"MsoListParagraph" style=3D"text-indent:-18.0pt;mso-list:l0 leve= l1 lfo2"><![if !supportLists]><span style=3D"font-size:11.0pt;font-family:S= ymbol;color:#1F497D;mso-fareast-language:EN-US"><span style=3D"mso-list:Ign= ore">=B7<span style=3D"font:7.0pt &quot;Times New Roman&quot;">&nbsp;&nbsp;= &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style=3D"font-size:11.0pt;font-family:= &quot;Calibri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US">L.= Gerosa, G. Valenzise, M. Tagliasacchi, F. Antonacci and A. Sarti, &quot;Sc= ream and gunshot detection in noisy environments,&quot; 2007 15th European Signal Processing Conference, Poznan, 2007, pp. 1216-12= 20.<o:p></o:p></span></p> <p class=3D"MsoListParagraph" style=3D"text-indent:-18.0pt;mso-list:l0 leve= l1 lfo2"><![if !supportLists]><span style=3D"font-size:11.0pt;font-family:S= ymbol;color:#1F497D;mso-fareast-language:EN-US"><span style=3D"mso-list:Ign= ore">=B7<span style=3D"font:7.0pt &quot;Times New Roman&quot;">&nbsp;&nbsp;= &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style=3D"font-size:11.0pt;font-family:= &quot;Calibri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US">Sh= arma and S. Kaul, &quot;Two-Stage Supervised Learning-Based Method to Detec= t Screams and Cries in Urban Environments,&quot; in IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 24, no. 2, pp= . 290-299, Feb. 2016.<o:p></o:p></span></p> <p class=3D"MsoListParagraph" style=3D"text-indent:-18.0pt;mso-list:l0 leve= l1 lfo2"><![if !supportLists]><span style=3D"font-size:11.0pt;font-family:S= ymbol;color:#1F497D;mso-fareast-language:EN-US"><span style=3D"mso-list:Ign= ore">=B7<span style=3D"font:7.0pt &quot;Times New Roman&quot;">&nbsp;&nbsp;= &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style=3D"font-size:11.0pt;font-family:= &quot;Calibri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US">M.= K. Nandwana, A. Ziaei and J. H. L. Hansen, &quot;Robust unsupervised detec= tion of human screams in noisy acoustic environments,&quot; 2015 IEEE International Conference on Acoustics, Speech and Signal Process= ing (ICASSP), South Brisbane, QLD, 2015, pp. 161-165.<o:p></o:p></span></p> <p class=3D"MsoListParagraph" style=3D"text-indent:-18.0pt;mso-list:l0 leve= l1 lfo2"><![if !supportLists]><span style=3D"font-size:11.0pt;font-family:S= ymbol;color:#1F497D;mso-fareast-language:EN-US"><span style=3D"mso-list:Ign= ore">=B7<span style=3D"font:7.0pt &quot;Times New Roman&quot;">&nbsp;&nbsp;= &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style=3D"font-size:11.0pt;font-family:= &quot;Calibri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US">G.= Valenzise, L. Gerosa, M. Tagliasacchi, F. Antonacci and A. Sarti, &quot;Sc= ream and gunshot detection and localization for audio-surveillance systems,&quot; 2007 IEEE Conference on Advanced Video and Signal Based Sur= veillance, London, 2007, pp. 21-26.<o:p></o:p></span></p> <p class=3D"MsoListParagraph" style=3D"text-indent:-18.0pt;mso-list:l0 leve= l1 lfo2"><![if !supportLists]><span style=3D"font-size:11.0pt;font-family:S= ymbol;color:#1F497D;mso-fareast-language:EN-US"><span style=3D"mso-list:Ign= ore">=B7<span style=3D"font:7.0pt &quot;Times New Roman&quot;">&nbsp;&nbsp;= &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style=3D"font-size:11.0pt;font-family:= &quot;Calibri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US">We= imin Huang, Tuan Kiang Chiew, Haizhou Li, Tian Shiang Kok and Jit Biswas, &= quot;Scream detection for home applications,&quot; 2010 5th IEEE Conference on Industrial Electronics and Applications, Taichung, = 2010, pp. 2115-2120.<o:p></o:p></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US"><o:p>&nbsp= ;</o:p></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US">The first = two look most interesting, and the rest all seem to be mostly just &#8216;a= pplying my favourite machine learning technique to scream data&#8217;. The Kato paper is really about screams and growls in death me= tal music, which is quite different. Begault&#8217;s paper, though, has a f= air bit of discussion of the spectra of screams. He notes &#8220;the local = frequency modulation (&#8216;warble&#8217; or &#8216;vibrato&#8217;)&#8221;= and states that scream &#8220;frequency content seems almost tailored to frequ= encies of maximal sensitivity on an equal-loudness contour.&#8221; He also = has some interesting discussion of investigations of scream audibility for = a court case.<o:p></o:p></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US"><o:p>&nbsp= ;</o:p></span></p> <div> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D">-------------------------------------= ----------------------------------------<o:p></o:p></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D">Josh Reiss<o:p></o:p></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D">Reader in Audio Engineering, Queen Ma= ry University of London<o:p></o:p></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D">Blog: </span><a href=3D"https://intelligentsoundengineering.wordpress.com/"><span= style=3D"font-size:11.0pt;font-family:&quot;Calibri&quot;,sans-serif;color= :#0563C1">https://intelligentsoundengineering.wordpress.com/</span></a><spa= n style=3D"font-size:11.0pt;font-family:&quot;Calibri&quot;,sans-serif;colo= r:#1F497D"> <o:p></o:p></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D">Youtube: </span><a href=3D"https://www.youtube.com/user/IntelligentSoundEng"><span s= tyle=3D"font-size:11.0pt;font-family:&quot;Calibri&quot;,sans-serif;color:#= 0563C1">https://www.youtube.com/user/IntelligentSoundEng</span></a><span st= yle=3D"font-size:11.0pt;font-family:&quot;Calibri&quot;,sans-serif;color:#1= F497D"> <o:p></o:p></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D">Publications: </span><a href=3D"http://www.eecs.qmul.ac.uk/~josh/publications.htm"><span = style=3D"font-size:11.0pt;font-family:&quot;Calibri&quot;,sans-serif;color:= #0563C1">http://www.eecs.qmul.ac.uk/~josh/publications.htm</span></a><span = style=3D"font-size:11.0pt;font-family:&quot;Calibri&quot;,sans-serif;color:= #1F497D"> <o:p></o:p></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D">-------------------------------------= ----------------------------------------<o:p></o:p></span></p> </div> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt;font-family:&quot;Ca= libri&quot;,sans-serif;color:#1F497D;mso-fareast-language:EN-US"><o:p>&nbsp= ;</o:p></span></p> <div> <div style=3D"border:none;border-top:solid #E1E1E1 1.0pt;padding:3.0pt 0cm = 0cm 0cm"> <p class=3D"MsoNormal"><b><span lang=3D"EN-US" style=3D"font-size:11.0pt;fo= nt-family:&quot;Calibri&quot;,sans-serif">From:</span></b><span lang=3D"EN-= US" style=3D"font-size:11.0pt;font-family:&quot;Calibri&quot;,sans-serif"> = AUDITORY - Research in Auditory Perception [<a href=3D"mailto:AUDITORY@xxxxxxxx= S.MCGILL.CA">mailto:AUDITORY@xxxxxxxx</a>] <b>On Behalf Of </b>SCHON Daniele<br> <b>Sent:</b> 07 February 2017 07:50<br> <b>To:</b> <a href=3D"mailto:AUDITORY@xxxxxxxx">AUDITORY@xxxxxxxx= L.CA</a><br> <b>Subject:</b> Re: Scream spectrum<o:p></o:p></span></p> </div> </div> <p class=3D"MsoNormal"><o:p>&nbsp;</o:p></p> <p><span style=3D"font-family:&quot;Calibri&quot;,sans-serif;color:black">D= ear David,<o:p></o:p></span></p> <p><span style=3D"font-family:&quot;Calibri&quot;,sans-serif;color:black">Y= ou could have a look at the work of Luc Arnal. There is a recent and very n= ice paper in Current Biology 2015<o:p></o:p></span></p> <p><span style=3D"font-family:&quot;Calibri&quot;,sans-serif;color:black"><= a href=3D"http://www.cell.com/current-biology/abstract/S0960-9822(15)00737-= X">http://www.cell.com/current-biology/abstract/S0960-9822(15)00737-X</a><o= :p></o:p></span></p> <p><span style=3D"font-family:&quot;Calibri&quot;,sans-serif;color:black">b= est regards<o:p></o:p></span></p> <p><span style=3D"font-family:&quot;Calibri&quot;,sans-serif;color:black"><= o:p>&nbsp;</o:p></span></p> <p><span style=3D"font-family:&quot;Calibri&quot;,sans-serif;color:black"><= o:p>&nbsp;</o:p></span></p> <div id=3D"Signature"> <div name=3D"divtagdefaultwrapper"> <div id=3D"div_contenu_0"> <p class=3D"MsoNormal" style=3D"line-height:16.5pt"><!--[if gte vml 1]><v:s= hapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75" o:preferr= elative=3D"t" path=3D"m@xxxxxxxx@xxxxxxxx@xxxxxxxx@xxxxxxxx@xxxxxxxx@xxxxxxxx@xxxxxxxx@xxxxxxxx" filled=3D"f" stroked=3D"f"> <v:stroke joinstyle=3D"miter" /> <v:formulas> <v:f eqn=3D"if lineDrawn pixelLineWidth 0" /> <v:f eqn=3D"sum @xxxxxxxx 1 0" /> <v:f eqn=3D"sum 0 0 @xxxxxxxx" /> <v:f eqn=3D"prod @xxxxxxxx 1 2" /> <v:f eqn=3D"prod @xxxxxxxx 21600 pixelWidth" /> <v:f eqn=3D"prod @xxxxxxxx 21600 pixelHeight" /> <v:f eqn=3D"sum @xxxxxxxx 0 1" /> <v:f eqn=3D"prod @xxxxxxxx 1 2" /> <v:f eqn=3D"prod @xxxxxxxx 21600 pixelWidth" /> <v:f eqn=3D"sum @xxxxxxxx 21600 0" /> <v:f eqn=3D"prod @xxxxxxxx 21600 pixelHeight" /> <v:f eqn=3D"sum @xxxxxxxx 21600 0" /> </v:formulas> <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect" /> <o:lock v:ext=3D"edit" aspectratio=3D"t" /> </v:shapetype><v:shape id=3D"VisuLogoSign_0" o:spid=3D"_x0000_s1026" type= =3D"#_x0000_t75" alt=3D"" style=3D'position:absolute;margin-left:0;margin-t= op:0;width:170.25pt;height:88.5pt;z-index:251658240;mso-wrap-distance-left:= 0;mso-wrap-distance-top:0;mso-wrap-distance-right:0;mso-wrap-distance-botto= m:0;mso-position-horizontal:left;mso-position-horizontal-relative:text;mso-= position-vertical-relative:line' o:allowoverlap=3D"f"> <v:imagedata src=3D"https://sesame.univ-amu.fr/Logos/logo_amu.png" /> <w:wrap type=3D"square"/> </v:shape><![endif]--><![if !vml]><img width=3D"227" height=3D"118" src=3D"= https://sesame.univ-amu.fr/Logos/logo_amu.png" align=3D"left" v:shapes=3D"V= isuLogoSign_0"><![endif]><b><span style=3D"font-size:10.5pt;font-family:&qu= ot;Verdana&quot;,sans-serif;color:#22BBEA">Daniele Schon</span></b><span style=3D"font-family:&quot;Calibri&quot;,sans-serif;= color:black"> </span> <em><span style=3D"font-size:8.5pt;font-family:&quot;Verdana&quot;,sans-ser= if;color:#22BBEA">- Chercheur - INS INSTITUT DE NEUROSCIENCES DES SYSTEMES<= /span></em><span style=3D"font-family:&quot;Calibri&quot;,sans-serif;color:= black"><o:p></o:p></span></p> <div> <p class=3D"MsoNormal" style=3D"line-height:16.5pt"><span style=3D"font-siz= e:8.5pt;font-family:&quot;Verdana&quot;,sans-serif;color:black">INSERM &amp= ; Aix-Marseille Universit=E9 - Timone - 27 BVD Jean Moulin - 13005 Marseill= e</span><span style=3D"font-family:&quot;Calibri&quot;,sans-serif;color:bla= ck"><o:p></o:p></span></p> </div> <div> <p class=3D"MsoNormal" style=3D"line-height:16.5pt"><span style=3D"font-siz= e:8.5pt;font-family:&quot;Verdana&quot;,sans-serif;color:black">T=E9l: &#43= ;33(0)4 91 38 46 32 / 55 77</span><span style=3D"font-family:&quot;Calibri&= quot;,sans-serif;color:black"><o:p></o:p></span></p> </div> <div> <p class=3D"MsoNormal" style=3D"line-height:16.5pt"><span style=3D"font-siz= e:9.0pt;font-family:&quot;Verdana&quot;,sans-serif;color:black">Site : <a href=3D"https://sites.google.com/site/danieleschon/home" title=3D"https:= //sites.google.com/site/danieleschon/home" id=3D"NoLP"> <span style=3D"color:#22BBEA">https://sites.google.com/site/danieleschon/ho= me</span></a> - Email : <a href=3D"mailto:daniele.schon@xxxxxxxx" id=3D"NoLP"><span style=3D"col= or:#22BBEA">daniele.schon@xxxxxxxx</span></a></span><span style=3D"font-= family:&quot;Calibri&quot;,sans-serif;color:black"><o:p></o:p></span></p> </div> <div> <p class=3D"MsoNormal" style=3D"line-height:16.5pt"><em><span style=3D"font= -size:8.5pt;font-family:&quot;Verdana&quot;,sans-serif;color:#0071B9">Afin = de respecter l'environnement, merci de n'imprimer cet email que si n=E9cess= aire.</span></em><span style=3D"font-family:&quot;Calibri&quot;,sans-serif;= color:black"><o:p></o:p></span></p> </div> </div> <p class=3D"MsoNormal" style=3D"margin-bottom:12.0pt"><span style=3D"font-f= amily:&quot;Calibri&quot;,sans-serif;color:black"><o:p>&nbsp;</o:p></span><= /p> </div> </div> <div> <div class=3D"MsoNormal" align=3D"center" style=3D"text-align:center"><span= style=3D"font-family:&quot;Calibri&quot;,sans-serif;color:#212121"> <hr size=3D"2" width=3D"98%" align=3D"center"> </span></div> <div id=3D"divRplyFwdMsg"> <p class=3D"MsoNormal"><b><span style=3D"font-size:11.0pt;font-family:&quot= ;Calibri&quot;,sans-serif;color:black">De :</span></b><span style=3D"font-s= ize:11.0pt;font-family:&quot;Calibri&quot;,sans-serif;color:black"> AUDITOR= Y - Research in Auditory Perception de la part de Huron, David <br> <b>Envoy=E9 :</b> lundi 6 f=E9vrier 2017 21:56<br> <b>=C0 :</b> <a href=3D"mailto:AUDITORY@xxxxxxxx">AUDITORY@xxxxxxxx= ILL.CA</a><br> <b>Objet :</b> Scream spectrum</span><span style=3D"font-family:&quot;Calib= ri&quot;,sans-serif;color:#212121"> <o:p></o:p></span></p> </div> <div> <div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:10.0pt;font-family:&quot;Ta= homa&quot;,sans-serif;color:black">Dear collective wisdom,<o:p></o:p></span= ></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:10.0pt;font-family:&quot;Ta= homa&quot;,sans-serif;color:black"><o:p>&nbsp;</o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:10.0pt;font-family:&quot;Ta= homa&quot;,sans-serif;color:black">I recall reading somewhere (long ago) th= at most human screams exhibit a spectral peak in the 3 kHz region (more bro= adly, 2-5 kHz) coinciding with the threshold dip due to the ear canal resonance. The implication is that screams are co-ada= pted to the most sensitive region of human hearing.<o:p></o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:10.0pt;font-family:&quot;Ta= homa&quot;,sans-serif;color:black"><o:p>&nbsp;</o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:10.0pt;font-family:&quot;Ta= homa&quot;,sans-serif;color:black">Can anyone point me to a suitable refere= nce? Even literature reporting power spectrum data for human screams would = be useful.<o:p></o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:10.0pt;font-family:&quot;Ta= homa&quot;,sans-serif;color:black"><o:p>&nbsp;</o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:10.0pt;font-family:&quot;Ta= homa&quot;,sans-serif;color:black">David Huron<o:p></o:p></span></p> </div> </div> </div> </div> </div> </body> </html> --_000_HE1PR0701MB24437D96663C348F302CD001B95D0HE1PR0701MB2443_--


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