{"id":29381,"date":"2026-05-29T16:02:00","date_gmt":"2026-05-29T14:02:00","guid":{"rendered":"https:\/\/www.chinasmartbuy.com\/blog\/?p=29381"},"modified":"2026-05-29T15:42:16","modified_gmt":"2026-05-29T13:42:16","slug":"xiaomi-controlfoley-audio-video","status":"publish","type":"post","link":"https:\/\/www.chinasmartbuy.com\/blog\/xiaomi-controlfoley-audio-video\/","title":{"rendered":"ControlFoley di Xiaomi: modello open source per audio video controllabile"},"content":{"rendered":"\n\n<style>\n  :root {\n    --red: #CC1B1B;\n    --red-light: rgba(204,27,27,0.08);\n    --red-mid: #e84040;\n    --accent-soft-bg: rgba(204,27,27,0.07);\n    --accent-soft-border: rgba(204,27,27,0.18);\n    --text: #1a1a1a;\n    --text-muted: #666;\n    --card: #ffffff;\n    --border: #ebebeb;\n    --page-bg: #ffffff;\n    --surface-soft: #fafafa;\n    --surface-contrast: #f0f0f0;\n    --line-soft: #f5f5f5;\n    --soft-label: #bbb;\n    --muted-label: #999;\n    --copy: #333;\n    --font-head: 'Bebas Neue', sans-serif;\n    --font-body: 'DM Sans', sans-serif;\n    --heading-spacing: 0.04em;\n    --heading-weight: 400;\n    --spec-header-spacing: 0.08em;\n    --quickfacts-shadow: 0 10px 24px rgba(15,23,42,0.06);\n  }\n  .fbp5-wrap,.fbp5-wrap * { box-sizing:border-box; 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}\n  }\n<\/style>\n<div class=\"fbp5-wrap rh-json-article\" id=\"rh-article-mpqz0tvf-q2ont\" data-rh-article-type=\"news\" data-rh-site-profile=\"china-smart-buy\">\n  <div class=\"fbp5-intro\">\n    \n    <p>Xiaomi ha reso disponibile <strong>ControlFoley<\/strong>, un modello open source per la generazione controllabile di effetti sonori da video che punta a migliorare sincronizzazione, qualit\u00e0 audio e coerenza semantica. Il progetto nasce per andare oltre il semplice \u201cvideo con audio\u201d, offrendo un controllo pi\u00f9 preciso su cosa si sente e quando si sente.<\/p><p>Il sistema supporta tre modalit\u00e0: guida testuale per il doppiaggio del video, controllo testuale anche quando testo e immagine non coincidono, e controllo tramite audio di riferimento. Insieme al modello sono stati pubblicati codice, pesi, report tecnico, demo online e una skill pronta all\u2019uso.<\/p>\n  <\/div><figure class=\"wp-block-image size-large\" style=\"margin:18px 0;display:block;clear:both;width:100%;position:relative;z-index:1\"><a href=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/05\/controlfoley-di-xiaomi-image-ad59a30d-0e50-4e90-ba70-64b8-1gi91iddyd.webp\" target=\"_blank\" rel=\"noopener\" style=\"display:block;width:100%;position:relative;z-index:2;pointer-events:auto;cursor:zoom-in\"><img decoding=\"async\" src=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/05\/controlfoley-di-xiaomi-image-ad59a30d-0e50-4e90-ba70-64b8-1gi91iddyd.webp\" alt=\"ControlFoley \u6a21\u578b\u67b6\u6784\uff1a\u8054\u5408\u89c6\u89c9\u7f16\u7801\u3001\u65f6\u95f4-\u97f3\u8272\u89e3\u8026\u4e0e\u591a\u6a21\u6001\u9c81\u68d2\u8bad\u7ec3\u5171\u540c\u652f\u6491\u53ef\u63a7\u89c6\u9891\u97f3\u6548\u751f\u6210\" loading=\"lazy\" style=\"display:block;max-width:100%;height:auto;margin:0 auto;pointer-events:auto\"><\/a><\/figure>\n  \n\n      <section class=\"fbp5-section\">\n        <div class=\"fbp5-section-label\">Funzioni<\/div>\n        <h2>ControlFoley unifica tre modalit\u00e0 di generazione audio per i video<\/h2>\n        <p>ControlFoley \u00e8 stato progettato come un framework unico per il doppiaggio sonoro dei video, con l\u2019obiettivo di rendere la generazione non solo automatica ma anche controllabile. Le tre modalit\u00e0 coperte dal modello sono <strong>TV2A<\/strong>, <strong>TC-V2A<\/strong> e <strong>AC-V2A<\/strong>: nel primo caso il testo aiuta a precisare il suono da associare al video, nel secondo il testo prevale anche se entra in conflitto con l\u2019immagine.<\/p><p>La parte pi\u00f9 interessante \u00e8 proprio il controllo. Il modello non si limita a \u201cindovinare\u201d il suono pi\u00f9 probabile in base alle immagini, ma cerca di rispettare l\u2019intenzione dell\u2019utente, mantenendo per\u00f2 la sincronizzazione con i movimenti del video. \u00c8 il passaggio chiave da una generazione audio generica a una generazione utile in ambito creativo.<\/p>\n        \n        \n        \n        \n        \n      <\/section><figure class=\"wp-block-image size-large\" style=\"margin:18px 0;display:block;clear:both;width:100%;position:relative;z-index:1\"><a href=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/05\/controlfoley-di-xiaomi-image-02094c1c-309d-4e3f-8d12-bf0f-1rjzm8wrt0.webp\" target=\"_blank\" rel=\"noopener\" style=\"display:block;width:100%;position:relative;z-index:2;pointer-events:auto;cursor:zoom-in\"><img decoding=\"async\" src=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/05\/controlfoley-di-xiaomi-image-02094c1c-309d-4e3f-8d12-bf0f-1rjzm8wrt0.webp\" alt=\"\u65f6\u7a7a\u97f3\u89c6\u9891\u7f16\u7801\u5668 CAV-MAE-ST\" loading=\"lazy\" style=\"display:block;max-width:100%;height:auto;margin:0 auto;pointer-events:auto\"><\/a><\/figure>\n    \n\n      <section class=\"fbp5-section\">\n        <div class=\"fbp5-section-label\">Tecnologia<\/div>\n        <h2>Il modello usa un encoder dedicato per il tempo e il suono<\/h2>\n        <p>Per gestire meglio il rapporto tra immagini, testo e audio, il team ha introdotto e addestrato un encoder audiovisivo spazio-temporale chiamato <strong>CAV-MAE-ST<\/strong>. L\u2019obiettivo \u00e8 rafforzare la comprensione di eventi sonori, ritmo dei movimenti e corrispondenza temporale tra ci\u00f2 che accade nel video e il suono che deve apparire.<\/p><p>Nel caso del controllo testuale, il problema principale \u00e8 che la componente visiva tende a dominare. Qui ControlFoley cerca di bilanciare meglio le informazioni, cos\u00ec il modello pu\u00f2 seguire l\u2019indicazione scritta anche quando la scena suggerirebbe altro.<\/p>\n        \n        \n        \n        \n        \n      <\/section><figure class=\"wp-block-image size-large\" style=\"margin:18px 0;display:block;clear:both;width:100%;position:relative;z-index:1\"><a href=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/05\/controlfoley-di-xiaomi-image-45ffde5c-6e88-4b0f-bb2d-528e-126yroe4us.webp\" target=\"_blank\" rel=\"noopener\" style=\"display:block;width:100%;position:relative;z-index:2;pointer-events:auto;cursor:zoom-in\"><img decoding=\"async\" src=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/05\/controlfoley-di-xiaomi-image-45ffde5c-6e88-4b0f-bb2d-528e-126yroe4us.webp\" alt=\"\u56fe\u7247\" loading=\"lazy\" style=\"display:block;max-width:100%;height:auto;margin:0 auto;pointer-events:auto\"><\/a><\/figure>\n    \n\n      <section class=\"fbp5-section\">\n        <div class=\"fbp5-section-label\">Prestazioni<\/div>\n        <h2>Nei test il modello supera altri sistemi open source su pi\u00f9 benchmark<\/h2>\n        <p>Su <strong>VGGSound-Test<\/strong>, <strong>Kling-Audio-Eval<\/strong> e <strong>MovieGen-Audio-Bench<\/strong>, ControlFoley ha ottenuto risultati di punta tra i modelli open source nelle attivit\u00e0 di video sound generation. I miglioramenti riguardano tre aspetti che contano davvero in questo ambito: allineamento semantico, sincronizzazione temporale e qualit\u00e0 del suono.<\/p><p>Il confronto interno mostra anche un buon comportamento rispetto a <strong>Kling-Foley<\/strong>, sistema commerciale chiuso, soprattutto nei parametri legati all\u2019esperienza finale. Nei casi citati, il modello genera audio pi\u00f9 coerente con l\u2019azione sullo schermo e con una migliore resa dei dettagli sonori, riducendo errori come suoni fuori tempo, eventi mancanti o audio poco aderente alla scena.<\/p>\n        \n        \n        \n        \n        \n      <\/section><figure class=\"wp-block-image size-large\" style=\"margin:18px 0;display:block;clear:both;width:100%;position:relative;z-index:1\"><a href=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/05\/controlfoley-di-xiaomi-image-3734b068-519d-42bf-a578-3542-lif0ze1l24.webp\" target=\"_blank\" rel=\"noopener\" style=\"display:block;width:100%;position:relative;z-index:2;pointer-events:auto;cursor:zoom-in\"><img decoding=\"async\" src=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/05\/controlfoley-di-xiaomi-image-3734b068-519d-42bf-a578-3542-lif0ze1l24.webp\" alt=\"\u56fe\u7247\" loading=\"lazy\" style=\"display:block;max-width:100%;height:auto;margin:0 auto;pointer-events:auto\"><\/a><\/figure>\n    \n\n      <section class=\"fbp5-section\">\n        <div class=\"fbp5-section-label\">Accesso<\/div>\n        <h2>Codice, pesi e demo sono <span>gi\u00e0 disponibili online<\/span><\/h2>\n        <p>Xiaomi ha pubblicato diversi materiali per chi vuole provare o analizzare il progetto: <strong>report tecnico<\/strong>, codice su GitHub, pesi del modello su Hugging Face, pagina progetto con demo online e una skill per l\u2019integrazione rapida. Per chi lavora con AI generativa applicata al video, \u00e8 una base gi\u00e0 pronta da testare.<\/p><p>Il rilascio \u00e8 interessante soprattutto perch\u00e9 non si tratta di una demo chiusa, ma di un ecosistema abbastanza completo per sperimentare subito con la generazione di effetti sonori controllabili. In un mercato in cui molti strumenti restano proprietari, la disponibilit\u00e0 open source aumenta il valore pratico del progetto.<\/p>\n        \n        \n        \n        \n        \n      <\/section><figure class=\"wp-block-image size-large\" style=\"margin:18px 0;display:block;clear:both;width:100%;position:relative;z-index:1\"><a href=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/05\/controlfoley-di-xiaomi-image-0ecb820b-07d2-4d28-bdbd-0b51-1kv8rr91ek.webp\" target=\"_blank\" rel=\"noopener\" style=\"display:block;width:100%;position:relative;z-index:2;pointer-events:auto;cursor:zoom-in\"><img decoding=\"async\" src=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/05\/controlfoley-di-xiaomi-image-0ecb820b-07d2-4d28-bdbd-0b51-1kv8rr91ek.webp\" alt=\"\u56fe\u7247\" loading=\"lazy\" style=\"display:block;max-width:100%;height:auto;margin:0 auto;pointer-events:auto\"><\/a><\/figure>\n    \n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Xiaomi pubblica ControlFoley, un modello open source per generare effetti sonori dai video con controllo testuale, audio di riferimento e buona sincronizzazione.<\/p>\n","protected":false},"author":5,"featured_media":29380,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_exactmetrics_skip_tracking":false,"_yoast_wpseo_focuskw_text_input":"ControlFoley Xiaomi","footnotes":""},"categories":[480],"tags":[933],"class_list":["post-29381","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-ai"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":8}},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ControlFoley di Xiaomi: modello open source per audio video 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