@monalisarout1701.bsky.socialInvestigating non-lexical sounds in clinical ASR.
🔍 3284/135,647 words were NLCS
🗣️ 76 NLCS impacted clinical data
🧠 Google WER: 11.8%, Amazon: 12.8%
🔊 NLCS WER: Google 40.8%, Amazon 57.2%
#ASR #EHR #NLP #PatientSafety
https://tnyp.me/Npmiz0F4/s
@monalisarout1701.bsky.socialResearch explores NLCS impact on ASR in clinical docs.
🧩 135,647 words; 3284 NLCS (2.4%)
🧩 76 NLCS (2.3%) held clinical info
🧩 WER for Google ASR: 11.8%; Amazon ASR: 12.8%
#ClinicalDocumentation #ASR #NLCS #HealthcareInnovation
@sergiocuellar.bsky.socialVoice Arena and Hugging Face team up for an open ASR evaluation in Hindi and Indian English. New benchmarks focus on regional variation and orthographic challenges. #ASR #VoiceRecognition #Hindi #IndianEnglish 🗣🇮🇳
@robwessels.bsky.social
@hendryadrian.bsky.socialMicrosoft Defender ASR blocks suspicious Windows behavior, from WMI process creation to Office abuse, while logging config changes. Wazuh ingests ASR telemetry to detect blocked actions and ASR tampering on endpoints. #MicrosoftDefender #Wazuh #ASR
@cryptofox.newsXiaomi just dropped & open-sourced Xiaomi-CocktailASR-1! 🤯 This industrial-grade ASR model tackles the "cocktail party problem" by using a voiceprint prompt to extract & transcribe only the target speaker's speech in noisy, multi-person environments. Super cool tech! #ASR #AI #OpenSource
@alistairspark.bsky.social@monalisarout1701.bsky.socialAre "Mm-hm," "Uh-uh" hindering ambient clinical documentation tech?
📉 2.4% NLCS & 0.06% clinically relevant in data
📝 11.8% WER Google, 12.8% WER Amazon
#ASR #NLCS #ClinicalDocumentation #PatientSafety https://dev.tnyp.me/jyCvTXy1/s
@footballfashion.bsky.socialAS Roma 2026/27 Jersey: adidas Reveals New Home, Away & Third Kits 🇮🇹
#ASRoma #ASR #SerieA #adidas #adidasFootball #UCL #coppaitalia
@monalisarout1701.bsky.socialAre non-lexical sounds.
- 📉 11.8% WER for Google, 12.8% for Amazon
- ❌ Google error: 40.8%, Amazon: 57.2% in NLCS
- ℹ️ 2.4% of 135647 spoken words were NLCS
DOI: https://tnyp.me/Npmiz0F4/s
#ClinicalDocumentation #ASR #NLCS
@monalisarout1701.bsky.social"Mm-hm," "Uh-uh": ASR falters on NLCS in clinical docs.
🗣️ 135,647 spoken words analyzed, 2.4% were NLCS.
🔍 Clinical relevance found in 0.06%.
❌ Error rates: 94.7% (Google), 98.7% (Amazon).
#ClinicalTechnology #NLP #ASR #MedicalDocumentation https://tnyp.me/Npmiz0F4/s
@gerardposthumus.bsky.socialWeer zo’n mooi initiatief. #ASR