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pro vyhledávání: '"Alishahi A"'
Transformer-based language models have shown an excellent ability to effectively capture and utilize contextual information. Although various analysis techniques have been used to quantify and trace the contribution of single contextual cues to a tar
Externí odkaz:
http://arxiv.org/abs/2410.03447
Neural speech models build deeply entangled internal representations, which capture a variety of features (e.g., fundamental frequency, loudness, syntactic category, or semantic content of a word) in a distributed encoding. This complexity makes it d
Externí odkaz:
http://arxiv.org/abs/2410.03037
Autor:
Alishahi, Akram, Lipshitz, Robert
We show that, up to connected sums with integer homology $L$-spaces, bordered Floer homology detects handlebodies, as well as whether a mapping class extends over a given handlebody or compression body. Using this, we combine ideas of Casson-Long wit
Externí odkaz:
http://arxiv.org/abs/2408.06619
Human listeners effortlessly compensate for phonological changes during speech perception, often unconsciously inferring the intended sounds. For example, listeners infer the underlying /n/ when hearing an utterance such as "clea[m] pan", where [m] a
Externí odkaz:
http://arxiv.org/abs/2406.15265
The advent of location-based services has led to the widespread adoption of indoor localization systems, which enable location tracking of individuals within enclosed spaces such as buildings. While these systems provide numerous benefits such as imp
Externí odkaz:
http://arxiv.org/abs/2404.07366
The pervasive integration of Indoor Positioning Systems (IPS) arises from the limitations of Global Navigation Satellite Systems (GNSS) in indoor environments, leading to the widespread adoption of Location-Based Services (LBS). Specifically, indoor
Externí odkaz:
http://arxiv.org/abs/2404.07345
Interpretability research has shown that self-supervised Spoken Language Models (SLMs) encode a wide variety of features in human speech from the acoustic, phonetic, phonological, syntactic and semantic levels, to speaker characteristics. The bulk of
Externí odkaz:
http://arxiv.org/abs/2403.16865
Autor:
Alishahi, Meysam, Phillips, Jeff M.
We refine and generalize what is known about coresets for classification problems via the sensitivity sampling framework. Such coresets seek the smallest possible subsets of input data, so one can optimize a loss function on the coreset and ensure ap
Externí odkaz:
http://arxiv.org/abs/2402.05280
Transformers have become a key architecture in speech processing, but our understanding of how they build up representations of acoustic and linguistic structure is limited. In this study, we address this gap by investigating how measures of 'context
Externí odkaz:
http://arxiv.org/abs/2310.09925
Publikováno v:
BMC Nephrology, Vol 25, Iss 1, Pp 1-8 (2024)
Abstract Background Chronic Kidney Disease (CKD) is a progressive disorder that often leads to End-Stage Renal Disease (ESRD), necessitating hemodialysis (HD) treatment. Fatigue is a prevalent and debilitating symptom among HD patients, significantly
Externí odkaz:
https://doaj.org/article/8b1dd1dc5feb490889a65a91b9153cc0
