Aki Härmä
5 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (6)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(15)
Conferences
INTERSPEECH (3)
ACL (1)
COLING (1)
Top co-authors
Keywords
convolutional neural network
(2)
representation learning
(1)
self-attention mechanism
(1)
attention mechanism
(1)
in-context learning
(1)
deep learning
(1)
knowledge graph
(1)
recurrent neural network
(1)
activation function
(1)
symbolic abstraction
(1)
acoustic feature
(1)
symbolic inference
(1)
hierarchical neural network
(1)
speech signal
(1)
conversational speech
(1)
log-mel spectrogram
(1)
respiratory signal
(1)
breath event detection
(1)
speech signal processing
(1)
covid-19 detection
(1)
Papers
Capacity Matters: a Proof-of-Concept for Transformer Memorization on Real-World Data
ACL 2025
Emergence of symbolic abstraction heads for in-context learning in large language models
COLING 2025
COVID-19 detection based on respiratory sensing from speech
INTERSPEECH 2022
A Comparison of Acoustic and Linguistics Methodologies for Alzheimer’s Dementia Recognition
INTERSPEECH 2020
Deep Sensing of Breathing Signal During Conversational Speech
INTERSPEECH 2019