Azure AI services provide a comprehensive suite of prebuilt models and demos designed to address a wide range of use cases. These models are readily accessible and allow you to implement AI-powered solutions seamlessly. We have curated and catalogued prebuilt demos available across Azure AI services. We hope this helps you infuse AI seamlessly into your products and services.
Speech Recognition
Speech to Text Scenarios
| Scenario | Description | Link |
| Real-time speech to text | Quickly test your audio on a speech recognition endpoint without writing any code. | Explore Demo |
| Whisper Model in Azure OpenAI Service | Transcribe and translate audio content from 57 languages into English using OpenAI Whisper v2-large model. | Explore Demo |
| Batch speech to text | Transcribe large amounts of audio in storage asynchronously. | Explore Demo |
| Custom Speech | Improve speech recognition accuracy with domain-specific vocabulary and data. | Explore Demo |
| Pronunciation Assessment | Evaluate and get feedback on speech pronunciation accuracy and fluency. | Explore Demo |
| Speech Translation | Translate speech into other languages in real-time with low latency. | Explore Demo |
Text to Speech
Text to Speech Scenarios
| Scenario | Description | Link |
| Voice Gallery | Choose from 486 voices across 148 languages and variants to create natural-sounding speech. | Explore Demo |
| Custom Neural Voice | Create a natural-sounding synthetic voice based on human voice recordings. | Explore Demo |
| Personal Voice | Create an AI voice from a human voice sample for personalized voice experiences. | Explore Demo |
| Audio Content Creation | Build highly natural audio content for various scenarios like audiobooks and video narrations. | Explore Demo |
| Text to speech Avatar | Turn your text into a video with an AI-generated avatar and realistic voice. | Explore Demo |
Other Scenarios
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Scenario
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Description
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Link
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Captioning with Speech to Text
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Use our sample application to learn how to use Azure Speech to automatically caption your content in real-time and offline by transcribing the audio of films, videos, live events, and more. Display the resulting text on a screen to provide an accessible experience. In this example, we leverage features like speech to text and phrase list.
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Post Call Transcription & Analytics
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Batch transcribe call center recordings and extract valuable information such as Personal Identifiable Information (PII), sentiment, and call summary. This demonstrates how to use the Speech and Language services to analyze call center conversations.
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Live Chat Avatar
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Engage in natural conversations with an avatar that recognizes users' speech input and responds fluently with realistic AI voice.
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Language Learning
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Get instant feedback on pronunciation accuracy, fluency, prosody, grammar, and vocabulary from your chatting experience.
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Video Translation
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Seamlessly translate and generate videos in multiple languages automatically. With its powerful capabilities, you can efficiently localize your video content to cater to diverse audiences around the globe.
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Vision Studio
Vision-Based Scenarios
| Scenario | Description | Link |
| Video Retrieval and Summary | Quickly summarize the main points of a video and search for specific moments. | Explore Demo |
| Customize Models with Images | Find specific objects within images for use cases like product placement and assembly line checks. | Explore Demo |
| Add Dense Captions to Images | Generate human-readable captions for all important objects detected in your image. | Explore Demo |
| Remove Backgrounds from Images | Easily remove the background and preserve foreground elements. | Explore Demo |
| Add Captions to Images | Generate a human-readable sentence that describes the content of an image. | Explore Demo |
| Detect Common Objects in Images | Detect and extract bounding boxes for recognizable objects and living beings. | Explore Demo |
| Extract Text from Images | Use OCR to extract printed and handwritten text from images, PDFs, and TIFF files. | Explore Demo |
| Extract Common Tags from Images | Extract tags based on recognizable objects, scenery, and actions. | Explore Demo |
| Create Smart-Cropped Images | Automatically crop images to emphasize the most important areas. | Explore Demo |
| Detect Faces in an Image | Detect the location of human faces and their attributes in images. | Explore Demo |
| Count People in an Area | Analyze video to count the number of people in a designated zone. | Explore Demo |
| Detect When People Cross a Line | Detect when a person crosses a line in the camera's field of view. | Explore Demo |
Language Studio
Language Processing Scenarios
| Scenario | Description | Link |
| Extract PII | Identify sensitive personally identifiable information (PII) in text. | Explore Demo |
| Extract Key Phrases | Quickly identify the main points from unstructured text. | Explore Demo |
| Find Linked Entities | Disambiguate the identity of entities found in text by linking to a knowledge base. | Explore Demo |
| Extract Named Entities | Identify and categorize entities in text using Named Entity Recognition (NER). | Explore Demo |
| Extract Health Information | Extract and label medical information from unstructured texts. | Explore Demo |
| Analyze Sentiment and Opinions | Provide sentiment labels and confidence scores at the sentence and document level. | Explore Demo |
| Detect Language | Determine the language used in the input document and return a confidence score. | Explore Demo |
| Custom Text Classification | Create custom text classification projects with labeled data and trained models. | Explore Demo |
| Answer Questions | Extract answers to questions from passages of text provided. | Explore Demo |
| Conversational Language Understanding Projects | Build projects with labeled data and trained models for understanding conversational language. | Explore Demo |
| Orchestration Projects | Build and manage projects that integrate multiple language services. | Explore Demo |
| Summarize Information | Produce summaries for conversations or documents using summarization APIs. | Explore Demo |
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Document Translation
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Batch translate documents into one or more languages either from local storage or Azure Blob Storage
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Document Intelligence
Document Analysis Scenarios
| Scenario | Description | Link |
| Read | Extract printed and handwritten texts along with barcodes and formulas from documents. | Explore Demo |
| Layout | Extract tables, checkboxes, and text from forms and images. | Explore Demo |
| General Documents | Extract key-value pairs and structure from any form or document. | Explore Demo |
Prebuilt Models Scenarios
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Scenario
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Description
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Invoices
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Extract invoice details including customer and vendor details, totals, and line items.
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Receipts
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Extract transaction details from receipts including date, merchant information, and totals.
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Identity Documents
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Extract details from passports and ID cards.
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US Health Insurance Cards
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Extract details from US health insurance cards.
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US personal tax
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Classify then extract information from documents containing any number of W2s, 1040s, 1098s and 1099s.
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US mortgage
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Extract information from a variety of mortgage
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US pay stubs
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Extract employee information, payment information including earnings, deductions, net pay and more.
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US bank statements
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Extract bank statements
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US checks
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Extract amount, date, pay to order MICR numbers, name and address of the player, and more.
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Marriage Certificates
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Extract details from marriage certificates.
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Credit Cards
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Extract details from credit cards including card number and cardholder name.
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Contracts
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Extract title and signatory parties' information from contracts.
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Business Cards
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Extract contact details from business cards.
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Gen-AI Safety Solutions
Safeguard your image content
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Scenario
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Description
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Link
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Moderate image content
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This is a tool for evaluating different content moderation scenarios. It takes into account various factors such as the type of content, the platform's policies, and the potential impact on users. Run moderation tests on sample content. Use Configure filters to rerun and further fine tune the test results. Add specific terms to the block list that you want detect and act on.
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Moderate Multimodal content
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Run moderation test on image and text combined contents. Assess the test results with detected severities.
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Safeguard your Text
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Scenario
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Description
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Link
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Moderate text content
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Run moderation tests on text contents. Assess the test results with detected severities.
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Groundedness Detection
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Groundedness detection detects ungroundedness generated by the large language models (LLMs).
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Protected Material Detection
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Detect and protect third-party text material in LLM modules.
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Prompt Shield
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Prompt shields provides a unified API that addresses the following types of attacks: Jailbreak attacks and Indirect attacks.
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Real-time Safety Measures
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Scenario
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Description
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Link
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Monitor Online Activity
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This will display your API usage, moderation results, and their distributions per category. You can customize the severity threshold for each category to view the updated results and deploy the new threshold to your end. Additionally, you can edit the blocklist on this page to respond to any incidences.
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Updated Sep 04, 2024
Version 2.0
RasikaSavant
Microsoft
Microsoft