Pretrained language models (PLMs) like BERT, RoBERTa, and DeBERTa, when fine-tuned on task-specific data, have demonstrated exceptional performance across a ...

When you ask Alexa a question — say, to buy more peanut butter — you probably have a certain idea in mind. As if playing a game of 20 questions, Alexa tries ...

How many pairs of eyeglasses do you own? If you need vision correction, you may have accumulated a few. There's your everyday pair, a handful of cheap ...

Everyone’s had the experience of pausing mid-sentence during a conversation, trying to conjure a forgotten word. These pauses can be so pronounced that ...

Amazon's papers at Interspeech 2023, sorted by research topic.Automatic speech recognitionA metric-driven approach to conformer layer pruning for efficient ...

Building quality software tends to follow a familiar routine for most developers. You write code on your computer within an integrated development ...

Machine learning (ML) models thrive on data, but gathering and labeling training data can be a resource-intensive process. A common way to address this ...

As the start of this year’s Interspeech draws near, “generative AI” has become a watchword in both the machine learning community and the popular press, ...

It was on a “hunting trip” to Italy in 2015 that computer vision pioneer Stefano Soatto first came across Alessandro Achille. More accurately, it was a ...

Last year, Amazon announced the second edition of its India Machine Learning (ML) Summer School. Recently, in a furtherance of the effort to help students ...