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Case studies

See how others choose models and turn ideas into working results.

2case studies
Audio & narrationOriginal

接陌生电话为什么要先沉默三秒?国家安全部通报揭开AI声纹克隆链条

国家安全部揭秘陌生来电声纹窃取手段。数秒清晰通话即可提取特征训练模型,生物凭证失守催生新型身份劫持。 接通后的数秒空白:沉默为什么成为防线 电话铃声在清晨或深夜突然响起,屏幕上显示着没有归属地标记的陌生号码。按动接听键之后,机主的下意识反应是随口说出一句“喂,哪位”或者“你好”。这句不足两秒的日常问候,在现代通信与人工智能技术交织的环境下,演变为黑灰产团伙获

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Audio & narrationReprinted

Gemini 3.8 Live 与 TTS 案例:为在线课程生成可审核的语音讲解

Gemini 3.8 Live 与 TTS 案例:为在线课程生成可审核的语音讲解 场景示例,不代表本站或第三方用户实测。 本文根据 Google 在 2026 年 9 月公布的实时对话与语音生成型号设计流程;声音质量和语言效果未在本站验证。 课程语音需要实时互动,也需要可控发布 线上课程可能需要实时问答、术语解释、课后复习音频和不同语言版本。实时对话和预先生

Gemini 3.8 LiveGemini 3.8 Live Extended ThinkingGemini 3.8 Flash TTSGemini 3.8 Flash-Lite TTS
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Choose by task: UCloud AstraFlow for multi-model API access; Alibaba Cloud for AI and cloud product offers, AI coding and agent tools, Meoo app creation, the OPC toolkit, Aidge ecommerce content and application deployment; Tencent Cloud for WorkBuddy, speech recognition and international cloud resources; Novita AI for model APIs, GPU cloud and agent sandboxes. Check the exact model ID, region, account eligibility and billing on each product page before integrating.

Build with AI: APIs, applications and deployment

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ServiceUse caseFeatures and conditionsProduct entry
Alibaba Cloud AI and cloud product offersCloud products and offersModel and agent selection, application deployment and cloud resources

Explore model services, AI coding and agent tools, application deployment and cloud resources through Alibaba Cloud's product offers hub.

Eligibility, credits, billing and expiry vary by product and offer.
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Alibaba Cloud MeooApplication creation toolAI application creation and prototyping

An AI application creation tool for turning requirements into application prototypes.

In-product AI capabilities are separate from standalone model APIs. Check product terms for allowances, publishing and billing.
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Alibaba Cloud OPC startup toolkitProduct directorySolo businesses and independent development

A collection of cloud tools for solo businesses and independent developers.

Confirm features, regions and eligibility for each tool. The directory does not provide one shared allowance for all products.
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Alibaba Cloud Aidge for ecommerceEcommerce AI serviceEcommerce translation and product content

AI services for cross-border ecommerce, including translation and product content optimization.

Check supported languages, content types, interfaces and plans against the official product information.
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Alibaba Cloud AI application deployment offersApplication deployment offersAI application deployment and cloud resources

Explore cloud resources and offers for building and deploying AI applications.

Deployment resources and model calls may be billed separately. Confirm images, resource specifications and offer dates on the current page.
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Tencent Cloud WorkBuddyAI office applicationTeam AI workspace and collaboration

An AI workspace for teams, office collaboration and AI-assisted work.

Team plans are priced per person per month. Check current availability and purchase eligibility on the offer page.
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Tencent Cloud speech recognitionSpeech service APISpeech transcription and voice applications

Cloud speech-to-text services for voice applications and transcription workflows.

Introductory offers have new-user eligibility and purchase limits. Check package capacity, expiry and overage billing.
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Tencent Cloud international offersInternational cloud product offersInternational cloud resources and application deployment

Browse cloud product promotions and deployment resources on Tencent Cloud's international site.

Confirm international account eligibility, region, currency and new-user conditions. This is not a universal discount for all model APIs.
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UCloud AstraFlowMulti-model API platformMulti-model API integration and switching

UCloud's multi-model service. Its product page describes access to 200+ models with a shared API key and OpenAI-compatible integration.

Follow the platform's registration and identity verification process. Model versions, regions, credits and prices depend on its catalog and your account.
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Novita AI Model APIs and GPU CloudModel APIs, GPU cloud and agent sandboxesMulti-model APIs, GPU deployment and agent runtimes

Novita AI provides LLM, image, video and audio APIs, GPU cloud and agent sandboxes. Its LLM endpoints support OpenAI-compatible integration.

Check the exact model ID, endpoint, service region, account eligibility and current pricing for the chosen product. Confirm model API, GPU and agent sandbox billing separately.
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