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content="https://content-webapi.tuni.fi/image-style/metatag_image/proxy/public/intra/2025-02/picture1.png?itok=hlpYJGm7"/><meta name="description" content="IEEE Signal Processing Society has granted the 2024 best paper award for the paper “Deep Learning for Audio Signal Processing”, authored by Hendrik Purw..."/><meta property="og:description" content="IEEE Signal Processing Society has granted the 2024 best paper award for the paper “Deep Learning for Audio Signal Processing”, authored by Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Sh..."/><meta property="og:type" content="article"/><meta property="og:site_name" content="Tampere universities"/><link rel="canonical" href="https://www.tuni.fi/en/news/audio-ai-research-awarded-best-paper-award"/><meta name="twitter:description" content="IEEE Signal Processing Society has granted the 2024 best paper award for the paper “Deep Learning for Audio Signal Processing”, authored by Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, and Tara Sainath."/><meta name="twitter:card" content="summary_large_image"/><meta name="twitter:title" content="Audio AI research awarded the best paper award | Tampere universities"/><meta name="twitter:image" content="https://content-webapi.tuni.fi/image-style/metatag_image/proxy/public/intra/2025-02/picture1.png?itok=hlpYJGm7"/><link rel="preload" as="image" imageSrcSet="/_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2Fintra%2F2025-02%2Fpicture1.png%3Fitok%3D52si0nDS&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2Fintra%2F2025-02%2Fpicture1.png%3Fitok%3D52si0nDS&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2Fintra%2F2025-02%2Fpicture1.png%3Fitok%3D52si0nDS&w=750&q=75 750w, 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2.505 0 002.657-1.959zm11.189-8.3v2.341a5.362 5.362 0 00-.928-.085c-2.094 0-3.247 1.419-3.247 3.817v5.789h-2.628v-11.82h2.445V42.5a3.704 3.704 0 013.346-1.902c.326.004.651.042.97.114h.042zm10.007 3.717h-2.544c0-1.419-.83-2.085-2.235-2.085-1.405 0-1.94.525-1.94 1.418 0 .894.816 1.235 2.657 1.703 2.136.554 4.427 1.064 4.427 3.888 0 2.143-1.897 3.604-4.919 3.604-3.022 0-5.046-1.419-5.06-4.257h2.67c0 1.42.872 2.256 2.446 2.256 1.335 0 2.123-.581 2.123-1.419 0-1.206-.928-1.418-2.952-1.958-2.024-.539-3.992-.979-3.992-3.632 0-2.1 1.842-3.547 4.596-3.547 2.966 0 4.723 1.419 4.751 4.03h-.028zm1.925 8.145v-11.82h2.629v11.82h-2.629zm0-14.033V36h2.629v2.54h-2.629zm10.556 11.905v2.071a5.81 5.81 0 01-1.406.199c-2.46 0-3.542-1.05-3.542-3.633v-6.3h-1.967v-2.029h1.967v-2.951h2.629v2.951h2.277v2.03h-2.277v5.916c0 1.32.435 1.86 1.588 1.86.27-.003.54-.04.801-.114h-.07zm7.28 2.653C253.42 56.092 252.127 57 249.4 57c-.44 0-.879-.053-1.307-.156v-2.171c.355.114.725.171 1.096.17 1.406 0 2.067-.539 2.615-2.17l-4.287-11.92h2.811l2.923 8.798 3.022-8.798H259l-4.47 12.345zM11 36h13v5H11v-5zm23 5v19h-5V36h18v5H34zm19-5l5 .056V51.53c0 7.551-3.055 14.793-8.494 20.132C44.068 77.001 36.691 80 29 80v-5c6.302-.004 12.343-2.643 16.794-7.023 4.45-4.38 7.217-10.317 7.206-16.504V36zM24 5.298C13.083 7.717 5.337 17.153 5.333 28.038V41H0V28.038C.008 14.292 10.097 2.505 24 0v5.298z"></path></svg><span class="visually-hidden">Tampere university / Tampere university of applied sciences</span></a></div><button aria-label="Search" class="AppMainHeader__StyledToggle-sc-1grdbep-5 cBLPyP"><svg aria-hidden="true" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M23.06,20.94l-5.59-5.59A8.42,8.42,0,0,0,19,10.5,8.5,8.5,0,1,0,10.5,19a8.42,8.42,0,0,0,4.85-1.53l5.59,5.59ZM10.5,16A5.5,5.5,0,1,1,16,10.5,5.51,5.51,0,0,1,10.5,16Z"></path></svg><span>Search</span></button><button aria-label="Menu" class="AppMainHeader__StyledToggle-sc-1grdbep-5 cBLPyP"><svg aria-hidden="true" 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aria-hidden="true" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><polygon points="5 24 0 24 0 0 18 0 18 5 5 5 5 24"></polygon></svg><div><span class="ContentTag__StyledTag-sc-11atr4v-1 bQZiLt">Research</span></div></div><div class="AppMainNewsTemplate__StyledNewsHeader-sc-4nvxai-1 dttffc"><h1 class="ContentTitle__StyledContentTitle-sc-n4dm18-0 dhWQXL">Audio AI research awarded the best paper award</h1><div class="TimeStamp__StyledTimeWrapper-sc-14vbb2-0 ldTrGn"><span>Published on 19.2.2025</span></div></div><div class="AppMainNewsTemplate__StyledNewsHeader-sc-4nvxai-1 dttffc"><div class="Organization__StyledOrganizationWrapper-sc-13nupo3-0 clAitr"><svg height="24" width="24" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12,18a6,6,0,1,1,6-6A6,6,0,0,1,12,18ZM12,8a4,4,0,1,0,4,4A4,4,0,0,0,12,8Z"></path></svg><span class="OrganizationName__StyledOrganizationName-sc-1r0e2y9-0 eTlXwg organization-name">Tampere University</span></div></div><div class="AppMainNewsTemplate__StyledInnerLayout-sc-4nvxai-2 jmumwc"><div class="ImageWithCaption__StyledImageWrapper-sc-p35o7w-0 eeGjah"><img alt="" fetchpriority="high" width="870" height="580" decoding="async" data-nimg="1" style="color:transparent" sizes="(max-width: 768px) 100vw, (min-width: 769px) 50vw" srcSet="/_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2Fintra%2F2025-02%2Fpicture1.png%3Fitok%3D52si0nDS&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2Fintra%2F2025-02%2Fpicture1.png%3Fitok%3D52si0nDS&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2Fintra%2F2025-02%2Fpicture1.png%3Fitok%3D52si0nDS&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2Fintra%2F2025-02%2Fpicture1.png%3Fitok%3D52si0nDS&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2Fintra%2F2025-02%2Fpicture1.png%3Fitok%3D52si0nDS&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2Fintra%2F2025-02%2Fpicture1.png%3Fitok%3D52si0nDS&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2Fintra%2F2025-02%2Fpicture1.png%3Fitok%3D52si0nDS&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2Fintra%2F2025-02%2Fpicture1.png%3Fitok%3D52si0nDS&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2Fintra%2F2025-02%2Fpicture1.png%3Fitok%3D52si0nDS&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2Fintra%2F2025-02%2Fpicture1.png%3Fitok%3D52si0nDS&w=3840&q=75"/></div><div class="Ingress__StyledIngressWrapper-sc-jl53kr-0 wDtVi"><span>IEEE Signal Processing Society has granted the 2024 best paper award for the paper “Deep Learning for Audio Signal Processing”, authored by Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, and Tara Sainath.</span></div><div class="AppMainNewsTemplate__StyledSectionWrapper-sc-4nvxai-7 gKwOGy"><div color="brand-purple" class="ContentBodyField__StyledBodyWrapper-sc-qn41hf-0 hyABeM"><p>IEEE Signal Processing Society <a href="https://signalprocessingsociety.org/newsletter/2025/01/2024-ieee-signal-processing-society-awards-presented-india">has granted the 2024 best paper</a> award for the paper “<a href="https://ieeexplore.ieee.org/document/8678825">Deep Learning for Audio Signal Processing</a>”, authored by Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, and Tara Sainath.</p><p>The article presents deep neural network based methods for a wide range of audio and speech tasks, including audio and speech recognition, synthesis, and processing. These methods have become the cornerstone of modern AI-based audio-processing techniques, which are very widely used in the academic and industry. In more general, deep neural networks have had a fundamental role in the recent AI boom, since they enable complex tasks which is not possible with conventional methods.</p><p>Tuomas Virtanen is a professor on signal processing at Tampere University, <a href="https://www.tuni.fi/en/research/signal-processing-research-centre">Signal Processing Research Center</a>, where he is leading the <a href="https://webpages.tuni.fi/arg/">Audio Research Group</a>. Virtanen is teaching Deep Learning course at Tampere University which covers the fundamentals of deep neural networks. Virtanen was among the first researchers at Tampere University to start research on deep learning in 2013. Hendrik Purwins is working at Accenture, Bo Li, Shuo-Yiin Chang, and Tara Sainath at Google DeepMind, and Jan Schlüter at Johannes Kepler University Linz. </p><p>The Institute of Electrical and Electronics Engineers (IEEE) is a professional association covering a wide range of engineering fields which has 460 000 members. The IEEE’s first society, the Signal Processing Society is the world’s premier professional society for signal processing scientists and professionals since 1948, and has more than 20 000 members.</p></div></div></div><div class="AppMainNewsTemplate__StyledNewsCardsWrapper-sc-4nvxai-3 kVJuqC"><h2>Latest news in category Research</h2><div class="AppMainNewsTemplate__StyledCategoryNews-sc-4nvxai-4 fryNGy"><div class="CardTeaserList__StyledCardTeaserListWrapper-sc-h0opsi-0 eHfCqt"><a href="/en/news/self-imaging-structured-light-new-dimensions"><div color="--color-news" class="CardTeaserList__StyledIconCornerUp-sc-h0opsi-4 kGFdav"><svg height="24" width="24" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><polygon points="5 24 0 24 0 0 18 0 18 5 5 5 5 24"></polygon></svg></div><div class="CardTeaserList__StyledCardTeaserHeader-sc-h0opsi-5 ewNoPc"><div class="CardContentTypeLabel__StyledContentTypeLabelWrapper-sc-ue18jn-0 cgwmlX"><p 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class="CardTeaserList__StyledInfoWrapper-sc-h0opsi-2 hVqrta"><div class="CardTeaserList__StyledCardTeaserHeader-sc-h0opsi-5 ewNoPc"><h3 class="CardTeaserList__StyledTitle-sc-h0opsi-6 eKVWEG">Award-winning Professor Alexandros Iosifidis returns to Tampere</h3></div><div class="CardTeaserList__StyledMetaContentWrapper-sc-h0opsi-9 dtknrD"><div class="CardTeaserMetaContent__StyledWrapper-sc-116rmwl-0 fkmFzj"><span class="CardTeaserMetaContent__StyledMetaContent-sc-116rmwl-1 jNYrCm"><div class="TimeStamp__StyledTimeWrapper-sc-14vbb2-0 ldTrGn"><span>Published on 12.2.2025</span></div></span></div></div><div class="CardTeaserList__StyledArrowRightWrapper-sc-h0opsi-10 ggIqun"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><polygon points="13.41 2.59 10.59 5.41 15.17 10 2 10 2 14 15.17 14 10.59 18.59 13.41 21.41 22.83 12 13.41 2.59"></polygon></svg></div></div></div></a></div><div class="CardTeaserList__StyledCardTeaserListWrapper-sc-h0opsi-0 eHfCqt"><a 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class="OrganizationName__StyledOrganizationName-sc-1r0e2y9-0 cXeVRG organization-name">Tampere University of Applied Sciences</span></div></div><div class="CardTeaserList__StyledContentWrapper-sc-h0opsi-1 bTNgWs"><div class="CardTeaserList__StyledInfoWrapper-sc-h0opsi-2 hVqrta"><div class="CardTeaserList__StyledCardTeaserHeader-sc-h0opsi-5 ewNoPc"><h3 class="CardTeaserList__StyledTitle-sc-h0opsi-6 eKVWEG">TAMK joins new university alliance – Uninovis strengthens European data expertise</h3></div><div class="CardTeaserList__StyledMetaContentWrapper-sc-h0opsi-9 dtknrD"><div class="CardTeaserMetaContent__StyledWrapper-sc-116rmwl-0 fkmFzj"><span class="CardTeaserMetaContent__StyledMetaContent-sc-116rmwl-1 jNYrCm"><div class="TimeStamp__StyledTimeWrapper-sc-14vbb2-0 ldTrGn"><span>Published on 11.2.2025</span></div></span></div></div><div class="CardTeaserList__StyledArrowRightWrapper-sc-h0opsi-10 ggIqun"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><polygon points="13.41 2.59 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Research opens the world of microbes to children</h3></div><div class="CardTeaserList__StyledMetaContentWrapper-sc-h0opsi-9 dtknrD"><div class="CardTeaserMetaContent__StyledWrapper-sc-116rmwl-0 fkmFzj"><span class="CardTeaserMetaContent__StyledMetaContent-sc-116rmwl-1 jNYrCm"><div class="TimeStamp__StyledTimeWrapper-sc-14vbb2-0 ldTrGn"><span>Published on 7.2.2025</span></div></span></div></div><div class="CardTeaserList__StyledArrowRightWrapper-sc-h0opsi-10 ggIqun"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><polygon points="13.41 2.59 10.59 5.41 15.17 10 2 10 2 14 15.17 14 10.59 18.59 13.41 21.41 22.83 12 13.41 2.59"></polygon></svg></div></div></div></a></div></div><div class="AppMainNewsTemplate__StyledLinkWrapper-sc-4nvxai-5 eaYlaP"><a href="/en/search?search_type=news&view_mode=grid&news_type=1380"><svg height="21" width="24" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><polygon points="13.41 2.59 10.59 5.41 15.17 10 2 10 2 14 15.17 14 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d="M12,18a6,6,0,1,1,6-6A6,6,0,0,1,12,18ZM12,8a4,4,0,1,0,4,4A4,4,0,0,0,12,8Z"></path></svg><span class="OrganizationName__StyledOrganizationName-sc-1r0e2y9-0 cXeVRG organization-name">Tampere University</span></div></div><h3 class="CardTeaser__StyledTitle-sc-61t2v3-6 khMOWQ">Self-imaging of structured light in new dimensions</h3><div class="CardTeaser__StyledMetaContentWrapper-sc-61t2v3-9 korJSA"><div class="CardTeaserMetaContent__StyledWrapper-sc-116rmwl-0 fkmFzj"><span class="CardTeaserMetaContent__StyledMetaContent-sc-116rmwl-1 gAkqOS"><div class="TimeStamp__StyledTimeWrapper-sc-14vbb2-0 iVYRBQ"><span>Published on 21.2.2025</span></div></span></div></div><div class="CardTeaser__StyledArrowRightWrapper-sc-61t2v3-10 bMlnDp"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><polygon points="13.41 2.59 10.59 5.41 15.17 10 2 10 2 14 15.17 14 10.59 18.59 13.41 21.41 22.83 12 13.41 2.59"></polygon></svg></div></div></a></div></div><div 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class="ContentLabel__StyledLabel-sc-idrhd5-0 kAuBMP"><span>Press release</span></p></div><div class="Organization__StyledOrganizationWrapper-sc-13nupo3-0 clAitr"><svg height="24" width="24" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12,18a6,6,0,1,1,6-6A6,6,0,0,1,12,18ZM12,8a4,4,0,1,0,4,4A4,4,0,0,0,12,8Z"></path></svg><span class="OrganizationName__StyledOrganizationName-sc-1r0e2y9-0 cXeVRG organization-name">Tampere University</span></div></div><h3 class="CardTeaser__StyledTitle-sc-61t2v3-6 khMOWQ">Tampere University licenses to Theravia a drug molecule intended for rare and severe skin disorders</h3><div class="CardTeaser__StyledMetaContentWrapper-sc-61t2v3-9 korJSA"><div class="CardTeaserMetaContent__StyledWrapper-sc-116rmwl-0 fkmFzj"><span class="CardTeaserMetaContent__StyledMetaContent-sc-116rmwl-1 gAkqOS"><div class="TimeStamp__StyledTimeWrapper-sc-14vbb2-0 iVYRBQ"><span>Published on 19.2.2025</span></div></span></div></div><div class="CardTeaser__StyledArrowRightWrapper-sc-61t2v3-10 bMlnDp"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><polygon points="13.41 2.59 10.59 5.41 15.17 10 2 10 2 14 15.17 14 10.59 18.59 13.41 21.41 22.83 12 13.41 2.59"></polygon></svg></div></div></a></div></div><div class="StyledElements__StyledCardWrapper-sc-1fo5kqa-1 hbQeCo"><div class="CardTeaser__StyledCardTeaserWrapper-sc-61t2v3-0 gApqrm"><a href="/en/news/scopus-ai-supporting-information-retrieval"><div color="--color-news" class="CardTeaser__StyledIconCornerUp-sc-61t2v3-1 gWsCod"><svg height="24" width="24" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><polygon points="5 24 0 24 0 0 18 0 18 5 5 5 5 24"></polygon></svg></div><div class="CardTeaser__StyledCardTeaserImage-sc-61t2v3-2 lhFlBp"><img alt="" loading="lazy" width="870" height="580" decoding="async" data-nimg="1" style="color:transparent" sizes="(max-width: 768px) 100vw, (min-width: 769px) and(max-width:1025px) 50vw, (min-width: 1026px) 33vw" srcSet="/_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2F2025-01%2Fscopusai_kuvituskuva.jpg%3Fitok%3DNCVNhwm5&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2F2025-01%2Fscopusai_kuvituskuva.jpg%3Fitok%3DNCVNhwm5&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2F2025-01%2Fscopusai_kuvituskuva.jpg%3Fitok%3DNCVNhwm5&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2F2025-01%2Fscopusai_kuvituskuva.jpg%3Fitok%3DNCVNhwm5&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2F2025-01%2Fscopusai_kuvituskuva.jpg%3Fitok%3DNCVNhwm5&w=828&q=75 828w, 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src="/_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2F2025-01%2Fscopusai_kuvituskuva.jpg%3Fitok%3DNCVNhwm5&w=3840&q=75"/></div><div class="CardTeaser__StyledCardTeaserBody-sc-61t2v3-5 hIyzkr"><div class="CardTeaser__StyledSectionWrapper-sc-61t2v3-8 jOrNQi"><div class="CardContentTypeLabel__StyledContentTypeLabelWrapper-sc-ue18jn-0 cgwmlX"><p class="ContentType__StyledContentType-sc-7vyglw-0 eTFXQX">News</p><p class="ContentLabel__StyledLabel-sc-idrhd5-0 kAuBMP"><span>Library</span></p></div><div class="Organization__StyledOrganizationWrapper-sc-13nupo3-0 klxebL"><svg height="24" width="24" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M16,6a6,6,0,0,0-4,1.54,6,6,0,1,0,0,8.92A6,6,0,1,0,16,6ZM4,12a4,4,0,0,1,6.75-2.89,5.94,5.94,0,0,0,0,5.78A4,4,0,0,1,4,12Z"></path></svg><span class="OrganizationName__StyledOrganizationName-sc-1r0e2y9-0 cXeVRG organization-name">Tampere Universities</span></div></div><h3 class="CardTeaser__StyledTitle-sc-61t2v3-6 khMOWQ">Scopus AI – Supporting Information Retrieval</h3><div class="CardTeaser__StyledMetaContentWrapper-sc-61t2v3-9 korJSA"><div class="CardTeaserMetaContent__StyledWrapper-sc-116rmwl-0 fkmFzj"><span class="CardTeaserMetaContent__StyledMetaContent-sc-116rmwl-1 gAkqOS"><div class="TimeStamp__StyledTimeWrapper-sc-14vbb2-0 iVYRBQ"><span>Published on 19.2.2025</span></div></span></div></div><div class="CardTeaser__StyledArrowRightWrapper-sc-61t2v3-10 bMlnDp"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><polygon points="13.41 2.59 10.59 5.41 15.17 10 2 10 2 14 15.17 14 10.59 18.59 13.41 21.41 22.83 12 13.41 2.59"></polygon></svg></div></div></a></div></div><div class="StyledElements__StyledCardWrapper-sc-1fo5kqa-1 hbQeCo"><div class="CardTeaser__StyledCardTeaserWrapper-sc-61t2v3-0 gApqrm"><a href="/en/news/doctor-register-join-tampere-universitys-doctoral-conferment-ceremony-june-2025"><div color="--color-news" class="CardTeaser__StyledIconCornerUp-sc-61t2v3-1 gWsCod"><svg height="24" width="24" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><polygon points="5 24 0 24 0 0 18 0 18 5 5 5 5 24"></polygon></svg></div><div class="CardTeaser__StyledCardTeaserImage-sc-61t2v3-2 lhFlBp"><img alt="" loading="lazy" width="870" height="580" decoding="async" data-nimg="1" style="color:transparent" sizes="(max-width: 768px) 100vw, (min-width: 769px) and(max-width:1025px) 50vw, (min-width: 1026px) 33vw" srcSet="/_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2F2025-02%2Fpromootio-130822-jr-55.jpg%3Fitok%3DhpgM5MeU&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2F2025-02%2Fpromootio-130822-jr-55.jpg%3Fitok%3DhpgM5MeU&w=384&q=75 384w, 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class="ContentLabel__StyledLabel-sc-idrhd5-0 kAuBMP"><span>Press release</span></p></div><div class="Organization__StyledOrganizationWrapper-sc-13nupo3-0 clAitr"><svg height="24" width="24" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12,18a6,6,0,1,1,6-6A6,6,0,0,1,12,18ZM12,8a4,4,0,1,0,4,4A4,4,0,0,0,12,8Z"></path></svg><span class="OrganizationName__StyledOrganizationName-sc-1r0e2y9-0 cXeVRG organization-name">Tampere University</span></div></div><h3 class="CardTeaser__StyledTitle-sc-61t2v3-6 khMOWQ">Doctor, register to join in Tampere University’s Doctoral Conferment Ceremony in June 2025! </h3><div class="CardTeaser__StyledMetaContentWrapper-sc-61t2v3-9 korJSA"><div class="CardTeaserMetaContent__StyledWrapper-sc-116rmwl-0 fkmFzj"><span class="CardTeaserMetaContent__StyledMetaContent-sc-116rmwl-1 gAkqOS"><div class="TimeStamp__StyledTimeWrapper-sc-14vbb2-0 iVYRBQ"><span>Published on 18.2.2025</span></div></span></div></div><div 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and(max-width:1025px) 50vw, (min-width: 1026px) 33vw" srcSet="/_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2F2025-02%2Fmikael-laakso-32-144.jpg%3Fitok%3D7gZS364R&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2F2025-02%2Fmikael-laakso-32-144.jpg%3Fitok%3D7gZS364R&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2F2025-02%2Fmikael-laakso-32-144.jpg%3Fitok%3D7gZS364R&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2F2025-02%2Fmikael-laakso-32-144.jpg%3Fitok%3D7gZS364R&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2F2025-02%2Fmikael-laakso-32-144.jpg%3Fitok%3D7gZS364R&w=828&q=75 828w, 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src="/_next/image?url=https%3A%2F%2Fcontent-webapi.tuni.fi%2Fimage-style%2Flandscape%2Fproxy%2Fpublic%2F2025-02%2Fmikael-laakso-32-144.jpg%3Fitok%3D7gZS364R&w=3840&q=75"/></div><div class="CardTeaser__StyledCardTeaserBody-sc-61t2v3-5 hIyzkr"><div class="CardTeaser__StyledSectionWrapper-sc-61t2v3-8 jOrNQi"><div class="CardContentTypeLabel__StyledContentTypeLabelWrapper-sc-ue18jn-0 cgwmlX"><p class="ContentType__StyledContentType-sc-7vyglw-0 eTFXQX">News</p><p class="ContentLabel__StyledLabel-sc-idrhd5-0 kAuBMP"><span>Research</span></p></div><div class="Organization__StyledOrganizationWrapper-sc-13nupo3-0 clAitr"><svg height="24" width="24" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12,18a6,6,0,1,1,6-6A6,6,0,0,1,12,18ZM12,8a4,4,0,1,0,4,4A4,4,0,0,0,12,8Z"></path></svg><span class="OrganizationName__StyledOrganizationName-sc-1r0e2y9-0 cXeVRG organization-name">Tampere University</span></div></div><h3 class="CardTeaser__StyledTitle-sc-61t2v3-6 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universities","name":null,"__typename":"AttributeField"},"value":null,"__typename":"Metafield"},"__typename":"SiteIndexMetaData"},"created":"1739958079","langcode":"en","url_name":"/en/news/audio-ai-research-awarded-best-paper-award","url_name_translation":"/fi/ajankohtaista/audio-tekoaly-tutkimus-palkittiin-parhaan-artikkelin-palkinnolla","field_content_owner":"1","field_news_type":[{"id":"1380","title":"Research","__typename":"TermField"}],"field_ingress":"IEEE Signal Processing Society has granted the 2024 best paper award for the paper “Deep Learning for Audio Signal Processing”, authored by Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, and Tara Sainath.","field_main_image":[{"id":"60221","type":"media","lang":"en","content":{"title":"picture1.png","image":[{"alt":"","mime_type":"image/png","filesize":"1507757","image_styles":{"landscape":"https://content-webapi.tuni.fi/image-style/landscape/proxy/public/intra/2025-02/picture1.png?itok=52si0nDS","w1440_h480_manual_crop":"https://content-webapi.tuni.fi/image-style/w1440_h480_manual_crop/proxy/public/intra/2025-02/picture1.png?itok=IkPAvQxT","w900_h300_manual_crop":"https://content-webapi.tuni.fi/image-style/w900_h300_manual_crop/proxy/public/intra/2025-02/picture1.png?itok=O0K55cnw","w540_h180_manual_crop":"https://content-webapi.tuni.fi/image-style/w540_h180_manual_crop/proxy/public/intra/2025-02/picture1.png?itok=OhTnWNN6","max_2600x2600":"https://content-webapi.tuni.fi/image-style/max_2600x2600/proxy/public/intra/2025-02/picture1.png?itok=RPkzvIUJ","w1000_scale":"https://content-webapi.tuni.fi/image-style/w1000_scale/proxy/public/intra/2025-02/picture1.png?itok=y7TfDft9","image_w_200_h_100_scale":"https://content-webapi.tuni.fi/image-style/image_w_200_h_100_scale/proxy/public/intra/2025-02/picture1.png?itok=3xYWvt7n","handbook_hero_image":"https://content-webapi.tuni.fi/image-style/handbook_hero_image/proxy/public/intra/2025-02/picture1.png?itok=o89LOl1R","max_1300x1300":"https://content-webapi.tuni.fi/image-style/max_1300x1300/proxy/public/intra/2025-02/picture1.png?itok=plZkYEFP","hero":"https://content-webapi.tuni.fi/image-style/hero/proxy/public/intra/2025-02/picture1.png?itok=bjPahRnJ","highlight_md":"https://content-webapi.tuni.fi/image-style/highlight_md/proxy/public/intra/2025-02/picture1.png?itok=-Gdj5ZeU","__typename":"ImageStyles"},"__typename":"MediaImage"}],"file":null,"field_media_video_embed_field":null,"field_media_video_embed_id":null,"thumbnail":null,"field_alt_text":null,"video_file":null,"field_media_credit":null,"__typename":"MediaContent"},"__typename":"MediaField"}],"field_main_image_caption":null,"field_body":{"raw":"\u003cp\u003eIEEE Signal Processing Society\u0026nbsp;\u003ca href=\"https://signalprocessingsociety.org/newsletter/2025/01/2024-ieee-signal-processing-society-awards-presented-india\"\u003ehas granted the 2024 best paper\u003c/a\u003e award for the paper “\u003ca href=\"https://ieeexplore.ieee.org/document/8678825\"\u003eDeep Learning for Audio Signal Processing\u003c/a\u003e”, authored by Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, and Tara Sainath.\u003c/p\u003e\u003cp\u003eThe article presents deep neural network based methods for a wide range of audio and speech tasks, including audio and speech recognition, synthesis, and processing. These methods have become the cornerstone of modern AI-based audio-processing techniques, which are very widely used in the academic and industry. In more general, deep neural networks have had a fundamental role in the recent AI boom, since they enable complex tasks which is not possible with conventional methods.\u003c/p\u003e\u003cp\u003eTuomas Virtanen is a professor on signal processing at Tampere University, \u003ca href=\"https://www.tuni.fi/en/research/signal-processing-research-centre\"\u003eSignal Processing Research Center\u003c/a\u003e, where he is leading the \u003ca href=\"https://webpages.tuni.fi/arg/\"\u003eAudio Research Group\u003c/a\u003e. Virtanen is teaching Deep Learning course at Tampere University which covers the fundamentals of deep neural networks. Virtanen was among the first researchers at Tampere University to start research on deep learning in 2013. Hendrik Purwins is working at Accenture, Bo Li, Shuo-Yiin Chang, and Tara Sainath at Google DeepMind, and Jan Schlüter at Johannes Kepler University Linz.\u0026nbsp;\u003c/p\u003e\u003cp\u003eThe Institute of Electrical and Electronics Engineers (IEEE) is a professional association covering a wide range of engineering fields which has 460 000 members. The IEEE’s first society, the Signal Processing Society is the world’s premier professional society for signal processing scientists and professionals since 1948, and has more than 20 000 members.\u003c/p\u003e","content":"\u003cp\u003eIEEE Signal Processing Society\u0026nbsp;\u003ca href=\"https://signalprocessingsociety.org/newsletter/2025/01/2024-ieee-signal-processing-society-awards-presented-india\"\u003ehas granted the 2024 best paper\u003c/a\u003e award for the paper “\u003ca href=\"https://ieeexplore.ieee.org/document/8678825\"\u003eDeep Learning for Audio Signal Processing\u003c/a\u003e”, authored by Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, and Tara Sainath.\u003c/p\u003e\u003cp\u003eThe article presents deep neural network based methods for a wide range of audio and speech tasks, including audio and speech recognition, synthesis, and processing. These methods have become the cornerstone of modern AI-based audio-processing techniques, which are very widely used in the academic and industry. In more general, deep neural networks have had a fundamental role in the recent AI boom, since they enable complex tasks which is not possible with conventional methods.\u003c/p\u003e\u003cp\u003eTuomas Virtanen is a professor on signal processing at Tampere University, \u003ca href=\"https://www.tuni.fi/en/research/signal-processing-research-centre\"\u003eSignal Processing Research Center\u003c/a\u003e, where he is leading the \u003ca href=\"https://webpages.tuni.fi/arg/\"\u003eAudio Research Group\u003c/a\u003e. Virtanen is teaching Deep Learning course at Tampere University which covers the fundamentals of deep neural networks. Virtanen was among the first researchers at Tampere University to start research on deep learning in 2013. Hendrik Purwins is working at Accenture, Bo Li, Shuo-Yiin Chang, and Tara Sainath at Google DeepMind, and Jan Schlüter at Johannes Kepler University Linz.\u0026nbsp;\u003c/p\u003e\u003cp\u003eThe Institute of Electrical and Electronics Engineers (IEEE) is a professional association covering a wide range of engineering fields which has 460 000 members. 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