Mardhiyah Sanni
5 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Keywords
multilingual speech
(2)
speech recognition
(2)
conversational ai
(1)
prompt-based learning
(1)
automatic speech recognition
(1)
speaker diarization
(1)
benchmark dataset
(1)
parameter-efficient fine-tuning
(1)
bias analysis
(1)
pre-trained language model
(1)
low-resource setting
(1)
natural language explanation
(1)
speech translation
(1)
medical question answering
(1)
african language
(1)
sparse fine-tuning
(1)
speech language model
(1)
clinical nlp
(1)
speech recognition benchmark
(1)
accent recognition
(1)
Papers
AfriVox: Probing Multilingual and Accent Robustness of Speech LLMs
EACL 2026
AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset
ACL 2025
Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond
NAACL 2025
AfriSpeech-MultiBench: A Verticalized Multidomain Multicountry Benchmark Suite for African Accented English ASR
IJCNLP 2025
SparseFit: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations
ACL 2024