OpenAI Zevezera
Whisper i OpenAI's open-source automatic speech recognition system inonyora nekushandura mazwi anotaurwa mumitauro yakawanda.
Pfupiso
It matters because it brought robust, free, near-human transcription to anyone who can run the model.
Kudzika Kwakadzika
Yakaburitswa munaGunyana 2022, Whisper akadzidziswa kwemaawa angangoita mazana matanhatu nemakumi masere ezviuru emitauro yakawanda, multitask audio yakaunganidzwa kubva pawebhu. Iyo yakakura uye yakasiyana-siyana dataset ndicho chakavanzika chekusimba kwayo: inobata maredhiyo, ruzha rwekumashure, uye tekinoroji jargon zviri nani kupfuura masisitimu echinyakare, pasina kuda kugadziridzwa zvakanaka kune yega yega domain. Whisper inogona kunyora mutauro mumutauro wekutanga, kushandura kutaura kubva mumitauro yakawanda kuenda kuChirungu, kuziva mutauro unotaurwa, uye kuwedzera zvidhindo zvenguva. OpenAI yakaburitsa uremu hwemodhi nekodhi zviri pachena, saka inomhanya munharaunda palaptop kana munzvimbo yedata, izvo zvakakurudzira kuputika kwezvishandiso zvenharaunda, kukurumidza kugadzirisa, uye mapurogiramu akavakwa pamusoro payo. Kurongeka kunosiyana nemutauro uye mhando yeodhiyo, uye senge masisitimu akadaro dzimwe nguva inogona 'kuronza' zvinyorwa.
Technical Insight
Whisper iTransformer encoder-decoder yakadzidziswa sekutevedzana-kune-kutevedzana basa. Odhiyo inoshandurwa kuita log-Mel spectrogram, inotaridzika-senge inomiririra yefrequencies nekufamba kwenguva, iyo encoder maitiro. Decoder inobva yafanotaura ma tokens emavara, akamisikidzwa neakakosha tokeni anoudza modhi kuti ibasa ripi rekuita: kunyora, shandura, kuona mutauro, kana kuwedzera nguva. Nekuti yakadzidza kubva kune isina kusimba yakanyorwa yewebhu odhiyo pamabasa mazhinji panguva imwe chete, modhi imwe chete inokonzeresa zvakafara pane kurongedzerwa imwe nhete bhenji.
Strategic Impact
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.
Ramangwana re OpenAI Whisper
Whisper chave chivakwa chekuvaka chekunyora, uye maitiro ari kuenda nekukurumidza, madiki, uye chaiwo-nguva akasiyana anomhanya pamafoni uye edge zvishandiso. Tarisira tsigiro yekutepfenyura yakasimba, kupatsanurwa kwevatauri zviri nani, uye kubatanidzwa nemhando dzemitauro mikuru yekuchenesa, kupfupisa, uye zvinyorwa zvepamoyo. Kuvhura uremu zvinoreva kuti nharaunda inoramba ichizvigadzirisa, ukuwo OpenAI nevamwe vachisundidzira mhando itsva dzekutaura. Kudzikisa mavara ehuroyi, kunyanya mukushandiswa kwekurapa uye kwemutemo, kunoramba kuri chinhu chakakosha.
Real-World Implementation
Mutori wenhau anonyora nhaurirano dzakarekodhwa otomatiki panzvimbo pokudzitaipa nemaoko
Iyo podcast chikuva inogadzira zvinyorwa zvinotsvaga uye zvinyorwa zvechikamu chese
Chishandiso chemusangano chinoburitsa zvinyorwa zvepamoyo uye rekodhi yakanyorwa yekufona kwevhidhiyo
Mutsvakurudzi anoturikira zvinyorwa zvemutauro unotaurwa mumutauro weChirungu kuti zviongororwe
Njodzi & Guardrails
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.
Implementation Roadmap
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
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Gaidhi rinotevera
Whisper Timestaped Shoko Kurongeka
Mibvunzo inowanzo bvunzwa
What is OpenAI Whisper?
Whisper i OpenAI's open-source automatic speech recognition system inonyora nekushandura mazwi anotaurwa mumitauro yakawanda. Izvo zvine basa nekuti yakaunza yakasimba, yemahara, pedyo-yakanyorwa-munhu kune chero munhu anogona kumhanya modhi.
Chinangwa chikuru che OpenAI's Whisper chii?
Whisper iotomatiki yekuziva matauriro sisitimu inonyora nekushandura mazwi anotaurwa mumitauro yakawanda.
Whisper akadzidziswa ingani audio?
Whisper akadzidziswa maawa angangoita 680,000 emitauro yakawanda, multitask audio yakaunganidzwa kubva pawebhu, iyo inofambisa kusimba kwayo.
Ndeipi inomiririra yeodhiyo inoitwa naWhisper encoder?
Odhiyo inoshandurwa kuita log-Mel spectrogram, inomiririra yehuwandu hwemukati nekufamba kwenguva, iyo iyo Transformer encoder inoverenga.
Ndeupi hunyanzvi hunopihwa Whisper NOT natively?
Whisper inobata zvinyorwa, kushandura kuChirungu, kuona mutauro, uye zvidhindo zvenguva, asi haisi jenareta yevhidhiyo.
Nei Whisper akamutsa mafungu emidziyo yenharaunda nemaapps?
Nekuda kwekuti OpenAI yakavhura-mayero nemakodhi, vagadziri vanokwanisa kumhanyisa Whisper munharaunda nekugadzira maturusi mazhinji uye nekuchimbidza zvakare.