Re: [AUDITORY] Assistance with MATLAB 'detectSpeech' function (Frederico Pereira )


Subject: Re: [AUDITORY] Assistance with MATLAB 'detectSpeech' function
From:    Frederico Pereira  <pereira.frederico@xxxxxxxx>
Date:    Thu, 28 Mar 2024 11:46:05 +0000

--0000000000002e43d80614b71216 Content-Type: multipart/alternative; boundary="0000000000002e43d70614b71215" --0000000000002e43d70614b71215 Content-Type: text/plain; charset="UTF-8" Content-Transfer-Encoding: quoted-printable Dear Ian, I have in the past used a Voice Activity Detection (VAD) processor, however not in MATLAB, but came across the exact same issue as you are reporting. (I have used the WEBRTC VAD and customized the functions as necessary: https://github.com/mozilla/webrtcvad_js). In my implementation, adjusting function parameters for *threshold, tail margin* and *head margin* as depicted in the figure below have solved the problem. [image: vad_parameters.png] Unfortunately I have no experience with the *detectSpeech *function, but maybe you can manually introduce tail margin and head margin to capture the whole of your voiced segment, although this may result in the inclusion of little bits of unvoiced signal, or in worst cases, even catch a bit of the last and next voiced signal if pauses between them are small. Please let me know if I can help with anything else. Best regards, Frederico On Fri, Mar 22, 2024 at 4:42=E2=80=AFAM Mertes, Ian Benjamin <imertes@xxxxxxxx= ois.edu> wrote: > Hello all, > > > > > > I am using Matlab R2023b and the Audio Toolbox. I would like to use the > 'detectSpeech.m' function to find the boundaries of speech for a word > recognition task. > > > > I'm having difficulty getting the function to correctly capture the > boundaries. Below is an example figure using the sentence "Say the word > laud." The blue shaded area is the detected region of speech. Note that i= t > does not correctly detect the onset and offset of the sentence. The figur= e > was generated using the default values of the function. I also tried > manipulating the window duration, percent overlap, and merge duration but= I > was unable to improve the detection. > > > > Any recommendations you may have would be greatly appreciated. Thank you! > > > > Best, > Ian > > > > > > > > > > *=E2=80=94* > > *Ian Mertes, PhD, AuD, CCC-A* > > *Assistant Professor* > > > Dept. of Speech and Hearing Science > University of Illinois Urbana-Champaign > 208 Speech and Hearing Science Building > > 901 S. Sixth St. | M/C 482 | Champaign, IL 61820 > 217.300.4756 | imertes@xxxxxxxx > Dept. website: shs.illinois.edu <http://www.shs.illinois.edu/> | Lab > website: hrl.shs.illinois.edu > > > <http://illinois.edu/> > *Under the Illinois Freedom of Information Act any written communication > to or from university employees regarding university business is a public > record and may be subject to public disclosure.* > > > > > --=20 Frederico Pereira Mobile:+351 937356301 *Audio and Acoustics, Perception Interaction and Usability* Email:pereira.frederico@xxxxxxxx --0000000000002e43d70614b71215 Content-Type: text/html; charset="UTF-8" Content-Transfer-Encoding: quoted-printable <div dir=3D"ltr"><div dir=3D"ltr">Dear Ian,<div><br><div>I have in the past= used a Voice Activity Detection (VAD) processor, however not in MATLAB, bu= t =C2=A0came across the exact same issue as you are reporting.=C2=A0</div><= div>(I have used the WEBRTC VAD and customized the functions as necessary: = =C2=A0<a href=3D"https://github.com/mozilla/webrtcvad_js" target=3D"_blank"= >https://github.com/mozilla/webrtcvad_js</a>).=C2=A0</div><div><br></div><d= iv>In my implementation, adjusting function parameters for <i>threshold,=C2= =A0tail margin</i> and <i>head margin</i> as depicted in the figure below h= ave solved the problem.</div><div><img src=3D"cid:ii_lub5x8sc1" alt=3D"vad_= parameters.png" width=3D"562" height=3D"220">=C2=A0<br></div><div>Unfortuna= tely I have no experience with the <i>detectSpeech </i>function, but maybe = you can manually introduce tail margin and head margin to capture the whole= of your voiced segment, although this may result in the inclusion of littl= e bits of unvoiced signal,=C2=A0or in worst cases, even catch a bit of the = last and next voiced=C2=A0signal if pauses between them are small.<br></div= ><div><br></div><div>Please let me know if I can help with anything else.</= div><div><br></div><div>Best regards,</div><div>Frederico</div><div><br></d= iv></div></div><br><div class=3D"gmail_quote"><div dir=3D"ltr" class=3D"gma= il_attr">On Fri, Mar 22, 2024 at 4:42=E2=80=AFAM Mertes, Ian Benjamin &lt;<= a href=3D"mailto:imertes@xxxxxxxx" target=3D"_blank">imertes@xxxxxxxx= du</a>&gt; wrote:<br></div><blockquote class=3D"gmail_quote" style=3D"margi= n:0px 0px 0px 0.8ex;border-left-width:1px;border-left-style:solid;border-le= ft-color:rgb(204,204,204);padding-left:1ex"><div> <div lang=3D"EN-US" style=3D"word-wrap:break-word"> <div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black">Hello all= ,<u></u><u></u></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black"><u></u>= =C2=A0<u></u></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black"><u></u>= =C2=A0<u></u></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black">I am usin= g Matlab R2023b and the Audio Toolbox. I would like to use the &#39;detectS= peech.m&#39; function to find the boundaries of speech for a word recogniti= on task.<u></u><u></u></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black"><u></u>= =C2=A0<u></u></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black">I&#39;m h= aving difficulty getting the function to correctly capture the boundaries. = Below is an example figure using the sentence &quot;Say the word laud.&quot= ; The blue shaded area is the detected region of speech. Note that it does not correctly detect the onset and offset of the= sentence.=C2=A0The figure was generated using the default values of the fu= nction. I also tried manipulating the window duration, percent overlap, and= merge duration but I was unable to improve the detection.<u></u><u></u></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black"><u></u>= =C2=A0<u></u></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black">Any recom= mendations you may have would be greatly appreciated. Thank you!<u></u><u><= /u></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black"><u></u>= =C2=A0<u></u></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black">Best,<br> Ian<u></u><u></u></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black"><u></u>= =C2=A0<u></u></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black"><u></u>= =C2=A0<u></u></span></p> </div> <div> <p class=3D"MsoNormal"><img width=3D"750" height=3D"430" style=3D"width:7.8= 125in;height:4.4791in" id=3D"m_2260211342534270980m_1071940505479705819Pict= ure_x0020_3" src=3D"cid:ii_18e84cb0fb64cff311"><span style=3D"font-size:11p= t;color:black"><u></u><u></u></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black"><u></u>= =C2=A0<u></u></span></p> </div> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;font-family:&quot;Time= s New Roman&quot;,serif;color:black"><u></u>=C2=A0<u></u></span></p> <p class=3D"MsoNormal"><b><span style=3D"font-size:11pt;color:black">=E2=80= =94</span></b><span style=3D"font-size:11pt;color:black"><u></u><u></u></sp= an></p> <p class=3D"MsoNormal"><b><span style=3D"font-size:11pt;color:black">Ian Me= rtes, PhD, AuD, CCC-A</span></b><span style=3D"font-size:11pt;color:black">= <u></u><u></u></span></p> <p class=3D"MsoNormal"><i><span style=3D"font-size:11pt;color:black">Assist= ant Professor</span></i><span style=3D"font-size:11pt;color:black"><u></u><= u></u></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black">=C2=A0<br= > Dept. of Speech and Hearing Science<br> University of Illinois Urbana-Champaign<br> 208 Speech and Hearing Science Building<u></u><u></u></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black">901 S. Si= xth St.=C2=A0| M/C 482 |=C2=A0Champaign, IL 61820</span><span style=3D"font= -size:11pt;color:black"><br> <a href=3D"tel:217.300.4756" target=3D"_blank"><span style=3D"color:rgb(5,9= 9,193)">217.300.4756</span></a>=C2=A0|=C2=A0<a href=3D"mailto:imertes@xxxxxxxx= ois.edu" target=3D"_blank"><span style=3D"color:rgb(5,99,193)">imertes@xxxxxxxx= nois.edu</span></a><br> Dept. website:=C2=A0<a href=3D"http://www.shs.illinois.edu/" target=3D"_bla= nk"><span style=3D"color:rgb(5,99,193)">shs.illinois.edu</span></a>=C2=A0|= =C2=A0Lab website:=C2=A0<a href=3D"http://hrl.shs.illinois.edu/" target=3D"= _blank"><span style=3D"color:rgb(5,99,193)">hrl.shs.illinois.edu</span></a>= <u></u><u></u></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black"><br> </span><a href=3D"http://illinois.edu/" target=3D"_blank"><span style=3D"fo= nt-size:11pt;text-decoration:none"><img border=3D"0" width=3D"119" height= =3D"21" style=3D"width:1.2395in;height:0.2187in" id=3D"m_226021134253427098= 0m_1071940505479705819_x0000_i1025" src=3D"https://webtools.illinois.edu/we= bservices/js/ds/signature_logo.png"></span></a><span style=3D"font-size:11p= t;color:blue"><br> <i>Under the Illinois Freedom of Information Act any written communication = to or from university employees regarding university business is a public r= ecord and may be subject to public disclosure.</i><u></u><u></u></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;font-family:&quot;Time= s New Roman&quot;,serif;color:black"><u></u>=C2=A0<u></u></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11pt;color:black"><u></u>= =C2=A0<u></u></span></p> </div> </div> </div></blockquote></div><br clear=3D"all"><div><br></div><span class=3D"gm= ail_signature_prefix">-- </span><br><div dir=3D"ltr" class=3D"gmail_signatu= re"><div dir=3D"ltr">Frederico Pereira<br>Mobile:+351 937356301<div><i>Audi= o and Acoustics, Perception Interaction and Usability</i><br><div><div><a h= ref=3D"mailto:Email%3Apereira.frederico@xxxxxxxx" target=3D"_blank">Email:= pereira.frederico@xxxxxxxx</a></div></div></div></div></div></div> --0000000000002e43d70614b71215-- --0000000000002e43d80614b71216 Content-Type: image/png; name="image001.png" Content-Disposition: inline; filename="image001.png" Content-Transfer-Encoding: base64 Content-ID: <ii_18e84cb0fb64cff311> X-Attachment-Id: ii_18e84cb0fb64cff311 iVBORw0KGgoAAAANSUhEUgAABjYAAAOQCAIAAAAVP9+nAAAAAXNSR0IArs4c6QAA/8pJREFUeF7s nQecG9W1xld9u3EDN0wIoScQICF0Qgmm95bQa4AEQigBEniU0GsophfTDNhgG2wwBoNxxb2s7XW3 19t739VqdyW9bzT2WJa00kiaGU359PLjraU7997zv3fK/eacc23BYDCLHxIgARIgARIgARIgARIg ARIgARIgARIgARLIHAF75ppmyyRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiQgEKBExXlAAiRAAiRA AiRAAiRAAiRAAiRAAiRAAiSQYQKUqDI8AGyeBEiABEiABEiABEiABEiABEiABEiABEiAEhXnAAmQ AAmQAAmQAAmQAAmQAAmQAAmQAAmQQIYJUKLK8ACweRIgARIgARIgARIgARIgARIgARIgARIgAUpU nAMkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIZJkCJKsMDwOZJgARIgARIgARIgARIgARIgARIgARI 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postings/2024/
maintained by:
DAn Ellis <dpwe@ee.columbia.edu>
Electrical Engineering Dept., Columbia University