AWS Machine Learning Blog

Category: Amazon Transcribe

Start of call and Post call (summary) Lambda Hooks that integrate with Salesforce to look-up and update Case records respectively

Boost agent productivity with Salesforce integration for Live Call Analytics

As a contact center agent, would you rather focus on having productive customer conversations or get distracted by having to look up customer information and knowledge articles that could exist in various systems? We’ve all been there. Having a productive conversation while multitasking is challenging. A single negative experience may put a dent on a […]

Arrange your transcripts into paragraphs with Amazon Transcribe

Amazon Transcribe is a speech recognition service that generates transcripts from video and audio files in multiple supported languages and accents. It comes with a rich set of features, including automatic language identification, multi-channel and multi-speaker support, custom vocabularies, and transcript redaction. Amazon Transcribe supports two modes of operation: batch and streaming. In batch mode, […]

Dialogue-guided intelligent document processing with foundation models on Amazon SageMaker JumpStart

Intelligent document processing (IDP) is a technology that automates the processing of high volumes of unstructured data, including text, images, and videos. IDP offers a significant improvement over manual methods and legacy optical character recognition (OCR) systems by addressing challenges such as cost, errors, low accuracy, and limited scalability, ultimately leading to better outcomes for […]

Build a serverless meeting summarization backend with large language models on Amazon SageMaker JumpStart

AWS delivers services that meet customers’ artificial intelligence (AI) and machine learning (ML) needs with services ranging from custom hardware like AWS Trainium and AWS Inferentia to generative AI foundation models (FMs) on Amazon Bedrock. In February 2022, AWS and Hugging Face announced a collaboration to make generative AI more accessible and cost efficient. Generative […]

Automatically identify languages in multi-lingual audio using Amazon Transcribe

If you operate in a country with multiple official languages or across multiple regions, your audio files can contain different languages. Participants may be speaking entirely different languages or may switch between languages. Consider a customer service call to report a problem in an area with a substantial multi-lingual population. Although the conversation could begin […]

Improve transcription accuracy of customer-agent calls with custom vocabulary in Amazon Transcribe

Many AWS customers have been successfully using Amazon Transcribe to accurately, efficiently, and automatically convert their customer audio conversations to text, and extract actionable insights from them. These insights can help you continuously enhance the processes and products that directly improve the quality and experience for your customers. In many countries, such as India, English […]

Localize content into multiple languages using AWS machine learning services

Over the last few years, online education platforms have seen an increase in adoption of and an uptick in demand for video-based learnings because it offers an effective medium to engage learners. To expand to international markets and address a culturally and linguistically diverse population, businesses are also looking at diversifying their learning offerings by […]

Break through language barriers with Amazon Transcribe, Amazon Translate, and Amazon Polly

April 2024: This post was reviewed and updated for accuracy. Imagine a surgeon taking video calls with patients across the globe without the need of a human translator. What if a fledgling startup could easily expand their product across borders and into new geographical markets by offering fluid, accurate, multilingual customer support and sales, all […]

Analyze and tag assets stored in Veeva Vault PromoMats using Amazon AppFlow and Amazon AI Services

In a previous post, we talked about analyzing and tagging assets stored in Veeva Vault PromoMats using Amazon AI services and the Veeva Vault Platform’s APIs. In this post, we explore how to use Amazon AppFlow, a fully managed integration service that enables you to securely transfer data from software as a service (SaaS) applications […]

Use AWS AI and ML services to foster accessibility and inclusion of people with a visual or communication impairment

AWS offers a broad set of artificial intelligence (AI) and machine learning (ML) services, including a suite of pre-trained, ready-to-use services for developers with no prior ML experience. In this post, we demonstrate how to use such services to build an application that fosters the inclusion of people with a visual or communication impairment, which […]