Unlocking efficiency: Harnessing the power of Selective Execution in Amazon SageMaker Pipelines
MLOps is a key discipline that often oversees the path to productionizing machine learning (ML) models. It’s natural to focus…
Machine Learning
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Consistent Collaborative Filtering via Tensor Decomposition
Collaborative filtering is the de facto standard for analyzing users’ activities and building recommendation systems for items. In this work…
Build ML features at scale with Amazon SageMaker Feature Store using data from Amazon Redshift
Amazon Redshift is the most popular cloud data warehouse that is used by tens of thousands of customers to analyze…
Dataset and Network Introspection ToolKit (DNIKit)
We introduce the Data and Network Introspection toolkit DNIKit, an open source Python framework for analyzing machine learning models and…
Train self-supervised vision transformers on overhead imagery with Amazon SageMaker
This is a guest blog post co-written with Ben Veasey, Jeremy Anderson, Jordan Knight, and June Li from Travelers. Satellite…
Improving the Quality of Neural TTS Using Long-form Content and Multi-speaker Multi-style Modeling
Neural text-to-speech (TTS) can provide quality close to natural speech if an adequate amount of high-quality speech material is available…
Zero-shot text classification with Amazon SageMaker JumpStart
Natural language processing (NLP) is the field in machine learning (ML) concerned with giving computers the ability to understand text…
Voice Trigger System for Siri
A growing number of consumer devices, including smart speakers, headphones, and watches, use speech as the primary means of user…
Amazon Translate enhances its custom terminology to improve translation accuracy and fluency
Amazon Translate is a neural machine translation service that delivers fast, high-quality, affordable, and customizable language translation. When you translate…
Interspeech Conference 2023 – Apple Machine Learning Research
Apple is sponsoring Interspeech conference, which will take place in person from August 20 to 24 in Dublin, Ireland. Interspeech…