InoteveraGaidhi rinotevera
Demucs Music Source Separation
AI Yenyaya
Chidzidzo cheAI yeRuzha
Kuparadzaniswa Kwekutaura uye Dambudziko reCocktail Party
Kupatsanura kwekutaura ibasa rekukwevera manzwi ega ega kubva kurekodhwa uko vanhu vakati wandei vanotaura kamwechete.
Teerera kugwaro iriAI-yakarondedzerwa · ~2 min
Pa peji ino2 min verenga
Pfupiso
Inogadzirisa dambudziko re "cocktail party" iro vanhu vanogadzirisa pasina simba asi michina inowana zvakaoma chaizvo.
Kudzika Kwakadzika
Pamabiko ane ruzha, unogona kunangidzira ngwariro pakurukurirano imwe chete uchisefa imwe yasara, unyanzvi hwenyanzvi yepfungwa Colin Cherry akatumidza zita rokuti 'cocktail party problem' muna 1953. Makombiyuta anonetseka nokuti manzwi anopindirana anopindirana kuva chimiro chimwe chete, uye hurongwa hahuzivi pachine nguva kuti vangani vatauri varipo kana kuti inzwi ripi nderaani. Matauriro ekuparadzanisa algorithms anotora iyo yakasanganiswa odhiyo uye inoburitsa yakaparadzana, yakachena track yemutauri wega wega. Maitiro ekutanga akashandisa nzira dzechiverengero uye maikorofoni arrays kushandisa zvimiro zvenzvimbo. Kubudirira uku kwakauya nemhando dzekudzidza dzakadzama senge Deep Clustering uye TasNet/Conv-TasNet, iyo inodzidza kumaka kana kuvakazve izwi rega rega rakananga kubva kune waveform, kunyangwe ine maikorofoni imwe chete.
Kuitwa muNyika yeChokwadi
Maturusi emusangano ekutepfenyura anopatsanura vatauri vanopindirana kuitira kuti mazwi emunhu ega-ega aonekwe nemazvo mumanotsi.
Zviyamuro zvekunzwa zvemberi zvinoparadzanisa mumwe mutauri muresitorendi yakazara vanhu kuti kutaura kuve nyore kune akaripfeka.
Mimhanzi uye podcast kugadzira kunoshandisa kupatsanura kupatsanura mazwi kubva kune zviridzwa kana kusunungura crosstalk pakati pevatambi.
Mapaipi ekuzivikanwa kwekutaura akafanopatsanura akasanganiswa odhiyo kuitira kuti izwi rega rega rinyorwe nemazvo.
Ramangwana Rokuparadzaniswa Kwekutaura uye Dambudziko reCocktail Party
Kuparadzaniswa kuri kuenda kune yakavhurika, chaiyo-yepasirese mamiriro: isingazivikanwe uye inochinja manhamba evatauri, makamuri anodzoreredza, uye inoenderera yekutepfenyura odhiyo. Mutauriri wemutauriri wechinangwa, apo iwe unopa muenzaniso wezwi pfupi kuti ubudise munhu iyeye chete, iri kusimuka nekukurumidza. Akasanganiswa maodhiyo-anoona modhi anoshandisa kufamba kwemiromo kusanzwisisa manzwi. Tarisira izvi zvinogoneka zvakamisikidzwa mune zvinoyamura kunzwa, maearbuds, uye zvinyorwa zvemusangano, zvichiita kuti michina ione chero waunoda kunzwa.
Kuzvishandisa
Nei zvichikosha
- Svika uye svika. Inonatsiridza kusvikika kuburikidza nekunyora, kurondedzera, uye mazwi ekubatanidza.
- Mutengo uye bhajeti. Zvikwata zveMedia zvinogona kutumira odhiyo yakakwenenzverwa nekukurumidza nemabhajeti madiki.
- Kumhanya uye chiyero. Masisitimu anotarisana nevatengi anogona kugadzirisa kutaurirana kwekutaura pamwero mukuru.
Chenjera
- Kushandisa izwi zvisizvo uye njodzi dzekuedzesera dzinowedzera kana chibvumirano chisipo.
- Kururama kunogona kudonha mumitauro, mataurirwo, kana nharaunda dzine ruzha.
- Synthetic audio inogona kukanganisa kutaura kwechokwadi isina mavara akajeka.
Matanho anotevera
- Wana mvumo yakajeka yekutora inzwi, kugadzira, uye kushandisa zvakare.
- Yedza mhando pavatauri vakasiyana uye mamiriro ekumashure.
- Tsanangura apo munhu anofanira kuongorora kana kubvumidza zvabuda.
- Label synthetic odhiyo uye chengetedza marekodhi ekuzvidavirira.
Ramba Uchiongorora
Tsamba yemahara
Tora iyo yemazuva ese AI pfupiso
Nhatu dzakasimbiswa dzeAI nyaya mangwanani ega ega pakati pevhiki, dzakanyorwa neChirungu chakajeka. Yemahara zvachose, hapana ads.
Imwe email zuva rega rega revhiki. Bvisa kunyoresa kamwe chete. Hatimbotengese kana kugovera kero yako.
Zviedze iwe pachako
Take the Speech Separation and the Cocktail Party Problem quiz
Mhinduro yepakarepo pamhinduro yega yega, uye chitupa chinogovaniswa chine ID inobatika kana wapedza kosi.
Tsigira dzidzo yemahara yeAI. AI Understanding ndeye 501(c)(3) isingabatsiri - hapana ads, hapana paywall, zvachose. Ita chipo
Mibvunzo inowanzo bvunzwa
Chii chinonzi Kuparadzaniswa Kwekutaura uye Dambudziko reCocktail Party?
Kupatsanura kwekutaura ibasa rekukwevera manzwi ega ega kubva kurekodhwa uko vanhu vakati wandei vanotaura kamwechete. Inogadzirisa dambudziko re "cocktail party" iro vanhu vanogadzirisa pasina simba asi michina inowana zvakaoma chaizvo.
Chii chinonzi 'cocktail party problem'?
Rakanyorwa naColin Cherry muna 1953, rinotsanangura dambudziko rokuteerera mukurukuri mumwe chete kana vanhu vakawanda vachitaura panguva imwe chete.
Chii chinobuda chegadziriro yekupatsanura kutaura kwakapihwa kurekodha kwakasanganiswa kwevatauri vakati wandei?
Kupatsanura kunoburitsa kuyerera kumwe kwakachena pamutauri wega wega, kusunungura manzwi anopindirana mumusanganiswa.
Chii chinoitwa neConv-TasNet zvakasiyana nedzimwe nzira dzekuparadzanisa dzakapfuura?
Conv-TasNet inoshandisa yakadzidzwa encoder pane yakaomeswa odhiyo kwete yakagadziriswa spectrogram, ichigonesa kuvimbika kwepamusoro, kudzika-latency kuparadzaniswa.
Nzira dzakawanda dzekuparadzanisa dzinoparadzanisa sei izwi remunhu kubva mumusanganiswa?
Iyo modhi inofanotaura mask pamutauri; kuishandisa kumusanganiswa kunochengeta zviri mutauriri uye kunodzvanyirira zvimwe.
Chii chinonzi 'kutorwa kwemutauriri wechinangwa'?
Panzvimbo pekuparadzanisa munhu wese, iwe unopa izwi cue uye modhi inoburitsa chete iyo inotarirwa mutauri.
Ramba uchidzidza
Mazano anoenderana
Mamwe madhairekitori akasarudzirwa nyaya iyi