Using heterogeneity in semi-supervised transcription hypotheses to improve code-switched speech recognition [PDF]
arXiv, 2021 Modeling code-switched speech is an important problem in automatic speech recognition (ASR). Labeled code-switched data are rare, so monolingual data are often used to model code-switched speech. These monolingual data may be more closely matched to one of the languages in the code-switch pair. We show that such asymmetry can bias prediction toward the
arxiv
Adapting Deep Learning for Sentiment Classification of Code-Switched Informal Short Text [PDF]
The 35th ACM/SIGAPP Symposium on Applied Computing (SAC) 2020, 2020 Nowadays, an abundance of short text is being generated that uses nonstandard writing styles influenced by regional languages. Such informal and code-switched content are under-resourced in terms of labeled datasets and language models even for popular tasks like sentiment classification. In this work, we (1) present a labeled dataset called MultiSenti
arxiv +1 more source
Dealing with Label Switching in Mixture Models Under Genuine Multimodality [PDF]
, 2008 The fitting of finite mixture models is an ill-defined estimation problem as completely different parameterizations can induce similar mixture distributions.
Bettina Grün +26 more
core +1 more source
Progressive Learning for Stabilizing Label Selection in Speech Separation with Mapping-based Method [PDF]
arXiv, 2021 Speech separation has been studied in time domain because of lower latency and higher performance compared to time-frequency domain. The masking-based method has been mostly used in time domain, and the other common method (mapping-based) has been inadequately studied.
arxiv
Optimizing segment routing using evolutionary computation [PDF]
, 2017 Segment Routing (SR) combines the simplicity of Link-State routing protocols with the flexibility of Multiprotocol Label Switching (MPLS). By decomposing forwarding paths into segments, identified by labels, SR improves Traffic Engineering (TE) and ...
McKeown +6 more
core +1 more source
CR-LDP as the signaling protocol at networking multiprotocol label switching
Revista Facultad de Ingeniería Universidad de Antioquia, 2013 This paper reports raised events and results from the use of CR-LDP as a possible protocol of signal point MPLS, in order determine whether QoS warranties the desired quality for intensive bandwidth applications.
Danilo López +2 more
doaj +1 more source
FoxO1 signaling in B cell malignancies and its therapeutic targeting
FEBS Letters, EarlyView.FoxO1 has context‐specific tumor suppressor or oncogenic character in myeloid and B cell malignancies. This includes tumor‐promoting properties such as stemness maintenance and DNA damage tolerance in acute leukemias, or regulation of cell proliferation and survival, or migration in mature B cell malignancies.
Krystof Hlavac +3 more
wiley +1 more source
Vaccines, 2022 Kidney transplant recipients (KTRs) have a suboptimal immune response to COVID-19 vaccination due to the effects of immunosuppression, mostly mycophenolic acid (MPA).
Athiphat Banjongjit +12 more
doaj +1 more source
This too in moderation: Evaluating the effect of delegate dissatisfaction on ambitious party group switching in the European Parliament [PDF]
, 2022 The literature on party group switching in the European Parliament claims that members who are ideological outliers have the highest odds of changing their group label, but is it true that the most incongruent legislators are also the most successful at ...
Martin, Aaron R.
core +1 more source
Insights into PI3K/AKT signaling in B cell development and chronic lymphocytic leukemia
FEBS Letters, EarlyView.This Review explores how the phosphoinositide 3‐kinase and protein kinase B pathway shapes B cell development and drives chronic lymphocytic leukemia, a common blood cancer. It examines how signaling levels affect disease progression, addresses treatment challenges, and introduces novel experimental strategies to improve therapies and patient outcomes.
Maike Buchner
wiley +1 more source