Aku Rouhe
10 papers · 2016–2024 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (24) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
👥
Mega-Team · Squad
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Trend Setter
Top co-authors
Research topics
Speech & Audio
(7)
Recognition
(7)
Machine Learning
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Architectures
(3)
Application Areas
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Interdisciplinary
(1)
Applications
(1)
Core Methods
(1)
Keywords
automatic speech recognition
(6)
speech recognition
(3)
self-supervised learning
(3)
transfer learning
(2)
end-to-end model
(2)
hybrid system
(1)
phoneme classification
(1)
bert model
(1)
language learning
(1)
wav2vec
(1)
speaker recognition
(1)
low-resource language
(1)
multilingual training
(1)
sequence-to-sequence model
(1)
automatic evaluation
(1)
speech enhancement
(1)
morphological segmentation
(1)
speech translation
(1)
neural machine translation
(1)
representation learning
(1)
Papers
Open-Source Conversational AI with SpeechBrain 1.0
JMLR 2024
Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model
Interspeech 2023
Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0
Interspeech 2022
Morfessor-enriched features and multilingual training for canonical morphological segmentation
NAACL 2022
Self-Supervised End-to-End ASR for Low Resource L2 Swedish
Interspeech 2021
Finnish ASR with Deep Transformer Models
Interspeech 2020
Captaina: Integrated Pronunciation Practice and Data Collection Portal
Interspeech 2018
The MeMAD Submission to the IWSLT 2018 Speech Translation Task
EMNLP 2018
Reading Validation for Pronunciation Evaluation in the Digitala Project
Interspeech 2017
Digitala: An Augmented Test and Review Process Prototype for High-Stakes Spoken Foreign Language Examination
Interspeech 2016