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Enroll-on-Wakeup: A First Comparative Study of Target Speech Extraction for Seamless Interaction in Real Noisy Human-Machine Dialogue Scenarios
arXiv:2602.15519v3 Announce Type: replace-cross Abstract: Target speech extraction (TSE) typically relies on pre-recorded high-quality enrollment speech, which disrupts user experience and limits feasibility in spontaneous interaction. In this paper, we propose Enroll-on-Wakeup (EoW), a novel framework where the wake-word segment, captured naturally during human-machine interaction, is automatically utilized as the enrollment reference. This eliminates the need for pre-collected speech to...
Notre Dame university halts new nursing student enrolments for another year
The University of Notre Dame Australia will not take new students for its nursing program for another year, leaving many students in limbo. Some students had enrolled in health science units after the program was cancelled for the first semester of the year, in the hope of enrolling for the second semester of 2026. One student who contacted the ABC said they were "devastated" by the news, and felt as though they had "wasted a year of life" at the university.
A Machine Learning-Based Framework for Discovering Huntington's Disease Stages: Integrating Graph Representation Learning and clustering to Uncover Progression Dynamics in Longitudinal Enroll-HD Dataset
arXiv:2606.06196v1 Announce Type: new Abstract: Huntington's disease (HD) is a progressive brain disorder that gradually affects movement, cognitive function, and behavior. Identifying the stage of the disease accurately and consistently is important for understanding its course, grouping patients, personalized care, and discovering treatment. Existing clinical staging frameworks rely primarily on predefined clinical measurement thresholds and clinical expert decisions, yet these discrete...
Chicago high school faces outcry after axing Arabic program
A Chicago high school's decision to eliminate its Arabic language program due to low enrollment and budget constraints has sparked backlash from community members who argue the course is vital for inclusion and diversity. Lincoln Park High School (LPHS) announced it will no longer offer Arabic to incoming freshmen. The decision comes as Chicago Public Schools (CPS) grapples with a projected $732.5 million deficit, forcing districtwide cuts to teaching and administrative staff, according to a...
Why scammers target veterans and how to fight back
This Memorial Day, while the rest of the country pauses to honor the fallen, scammers are doing something else entirely. They're running searches.They're pulling military records. Cross-referencing VA enrollment data.
Brendan Sorsby wins court injunction against the NCAA despite betting on his own team multiple times
Brendan Sorsby's lawyer argued last Monday that the NCAA should have reinstated the Texas Tech quarterback to play this upcoming season due to his rampant gambling being tied to a mental health disorder. The squabble between both sides had been ongoing since the NCAA was alerted that Sorsby had placed numerous bets on his own football team while enrolled at Indiana, starting with the 2022 season, along with thousands of other wagers on different sports. On Monday, Judge Ken Curry ruled that...
X-Palm: Paired Multispectral-to-Smartphone Dataset for Cross-Domain Palmprint Authentication
arXiv:2606.08437v1 Announce Type: cross Abstract: Palmprint modality offers a privacy-preserving biometric solution, yet its deployment is hindered by the domain gap between controlled enrollment and unconstrained authentication. Existing datasets are largely restricted to controlled setups and fail to capture the compound variability of real-world environments. In this paper, we introduce X-Palm, a cross-domain dataset comprising 6,006 palm images from 103 individuals (206 hands).
G-MaP-SE: Guided Speech Enhancement via GMM-Based Prior Matching
arXiv:2606.08580v1 Announce Type: cross Abstract: Using speaker embeddings as conditioning can strengthen speech enhancement, but most methods either require clean enrollment audio or rely on embeddings extracted from noisy speech, which are fragile under noise and domain shift. We propose G-MaP-SE, a guided enhancement framework that builds a clean-speech embedding prior with a Gaussian Mixture Model (GMM) and refines a noisy conditioning embedding by matching it to this prior. The matched...
Homelessness service concerned by changing demographic in clients
A South Australian homelessness service says it has seen 42 per cent growth in demand for support services over the past four years. Hutt St Centre says the number of women accessing support in that time has grown by 77 per cent. Hutt St has received $2 million in SA budget funding, which will help enrol 71 more clients in the centre's Aspire program, which provides clients with individualised support.
Suit Says Black Infants Were Subjected to Experimental Vaccine Without Consent
Benjamin Crump is representing the families of two Black infants who were unknowingly enrolled as test subjects in a mid-1960s vaccine trial for R.S.V.