Robust Dysarthric Speech Transcription via Transformer-Based Whisper ASR: Spectral-Temporal Modeling for Impaired Articulation

Qurat-Ul-Ain, Hammad Afzal, Fazli Subhan, Aamana
ISSN / E-ISSN
2618-1630 / 2709-6130
DOI
10.33411/ijist/1786 ↗
Volume · Issue · Pages
8 · 3 · —
Publisher
50SEA
Article URL
https://journal.50sea.com/index.php/IJIST/article/view/1786 ↗
Article details
Unverified
Publication date (each date has its type and source)
26 Apr 2026
Publisher publication date · source: Journal websites (OAI-PMH feeds of Open Journal Systems)
Dates on record for this article
TypeDateSource
Publisher publication date26 Apr 2026 Journal websites (OAI-PMH feeds of Open Journal Systems)

Keywords (as given): Dysarthric Speech Recognition; Transformer- Based ASR; OpenAI Whisper; Spectral-Temporal Speech Modeling; Phoneme Distortion Analysis; Linguistic Sensitivity Analysis

HEC Status at Publication Not the journal's current status

HEC Status at PublicationConclusive
HEC status at publication Recognized Y
Based on the recorded HEC dataset applicable to the article's publication date. Listed as Y in the HEC list for HEC 2026-27.
Journal
International journal of innovations in science and technology (Lahore. Online)
Publication date used
26 Apr 2026 (Publisher publication date)
Applicable HEC period
HEC 2026-27 (version 1) · 01 Apr 2026 – 31 Dec 2027
Category
Y
Recognition status
Recognized (OK_RECORD_FOUND)
Source
HEC Recognized National Research Journals, V 4.0 page 2, row 19
Verification status
Verified against source · last verified 21 Sep 2026
Informational only. HJRS.com.pk is independent and is not an official HEC website: confirm with the source document.