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Navigating the Reality Gap: On-Device Continual Adaptation of ASR for Clinical Telephony
arXiv:2512.16401v5 Announce Type: replace Abstract: Automatic Speech Recognition (ASR) can significantly reduce documentation burden in clinical workflows, but standard models degrade sharply in real-world telephony settings where noisy audio, dialectal variation, and strict data residency constraints prevent cloud-based adaptation. We study this "reality gap" using Gram Vaani: a telephonic Hindi corpus spanning rural healthcare and agricultural helplines, as the closest available proxy for...
Explained: The reasons behind India’s falling infant mortality rate
NEW DELHI: India has recorded a significant decline in infant deaths over the past decade, with the Infant Mortality Rate (IMR) falling to 24 deaths per 1,000 live births in 2024. Yet behind the national progress lies a sharply uneven picture, with some states approaching developed-world child survival standards while others continue to struggle with high infant mortality despite improvements in institutional healthcare. The latest Sample Registration System (SRS) Report 2024 shows that...
At nearly 50%, no. of deaths without medical care up sharply since 2020
Nearly half of all deaths recorded in 2024 occurred without medical attention from a trained professional, according to the latest Sample Registration System (SRS) Statistical Report. The share of such deaths was 45.5% in 2024 - more than double the 18% recorded in 2020 - and has remained close to half of all deaths since 2021. This category includes people who received no medical attention at the time of death, or were attended to only by an untrained person.
Gaming-world veteran who ripped ‘woke’ culture scores Trump-backed battleground primary win
Trump-endorsed candidate Marty O'Donnell advanced in a crowded GOP primary race to face off against Democratic incumbent Rep. Susie Lee in Nevada’s 3rd congressional district. O’Donnell is best known as the composer for the popular "Halo" and "Destiny" video game franchises and has run his campaign on putting "families first," as well as promoting small businesses and community safety. The district is among Nevada’s most fiercely contested battlegrounds, with its suburban electorate often...
Gaming-world veteran who ripped ‘woke’ culture scores Trump-backed battleground primary win
Trump-endorsed candidate Marty O'Donnell advanced in a crowded GOP primary race to face off against Democratic incumbent Rep. Susie Lee in Nevada’s 3rd congressional district. O’Donnell is best known as the composer for the popular "Halo" and "Destiny" video game franchises and has run his campaign on putting "families first," as well as promoting small businesses and community safety. The district is among Nevada’s most fiercely contested battlegrounds, with its suburban electorate often...
New bulk-billing contraceptive centres aim to combat information void
Federal government hopes bulk-billing contraceptive centres will empower more women Fri 5 Jun 2026 at 6:20am In short: Experts have reported that fewer young people worldwide are using hormonal contraceptives, including long-acting reversible contraceptives like the IUD or Implanon, and uptake is even lower in Australia than in comparable countries. They point to barriers like cost, availability of services, and a lack of information, with added misinformation meaning people are less able to...
Kya bot hain! Dr AI will see you now
TOI correspondent from Washington: After decades of importing doctors from India, Iran, the Philippines and practically every country with a medical school and an airport, the United States may have found a cheaper solution to its physician shortage, showing the way -- right or wrong, the jury is still out -- to the rest of the world, including India. The Trump administration is planning to allow artificial-intelligence "doctors" into mainstream American medicine, accelerating a future in...
Rs 30k for 3rd kid, Rs 40k for 4th: When childbirth becomes number game, it is women who suffer
“I have made a new decision. We will provide Rs 30,000 immediately after the birth of a third child and Rs 40,000 for a fourth child. Isn’t this the right decision?”
Alarm as nursing cuts leave High Country town without after-hours care
Swifts Creek Bush Nursing Centre after-hours nursing cuts worry residents Mon 1 Jun 2026 at 8:01am In short: Swifts Creek in Victoria's High Country is an hour and a half drive from the nearest hospital and depends on its Bush Nursing Centre for medical care. The centre is reducing access to out-of-hours care after recent nurse pay rises and a lack of funding from the Department of Health.
Don’t keep calm and carry on: British women are among the angriest in Europe, survey reveals
Long delays and dismissive attitudes within UK healthcare systems are impacting older British women especially, leaving them angrier and sadder than the rest of Europe. As the saying (sort of) goes: Hell hath no fury like a British woman scorned… by their healthcare system. According to a new poll, women from the United Kingdom are among the angriest in Europe, with more than a fifth reporting feelings of rage.