← Authors

Mikko Kurimo

52 papers · 2006–2024 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (16) 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🏃 Academic Marathon (18) 🐝 Cross-Pollinator (8) 🏠 Conference Loyalist (25) 🔬 Deep Specialist (10) 🤝 Dynamic Duo (11) 🧬 Topic Evolution 🚀 Conference Pioneer 🗃️ Keyword Collector (154) 📈 Trend Setter ⚡ Prolific Year (5) 💎 Century Club (52) ❓ The Questioner (2) 🔥 Unstoppable (9)

Conferences

INTERSPEECH (25) NAACL (8) ACL (5) EMNLP (5) COLING (4) EACL (3) CONLL (1) IJCNLP (1)

Top co-authors

Sami Virpioja (11) Tamás Grósz (10) Aku Rouhe (9) Peter Smit (8) Yaroslav Getman (6) Stig-Arne Grönroos (6) Reima Karhila (6) Ragheb Al-Ghezi (5) Mathias Creutz (5) Teemu Hirsimäki (5)

Research topics

Speech & Audio (1) Recognition (1) Education (1)

Keywords

automatic speech recognition (11) speech recognition (8) self-supervised learning (5) word error rate (4) neural machine translation (4) language model (3) language learning (3) end-to-end model (3) foreign language learning (2) wav2vec 2.0 (2) finite-state transducer (2) end-to-end asr (2) data augmentation (2) dialogue system (2) morphological segmentation (2) transfer learning (2) natural language generation (2) curriculum learning (2) recurrent neural network (2) automatic speaking assessment (2)

Papers

CaptainA self-study mobile app for practising speaking: task completion assessment and feedback with generative AI INTERSPEECH 2024
LLMs’ morphological analyses of complex FST-generated Finnish words ACL 2024
What happens in continued pre-training? Analysis of self-supervised speech models with continued pre-training for colloquial Finnish ASR INTERSPEECH 2024
Collecting Linguistic Resources for Assessing Children’s Pronunciation of Nordic Languages COLING 2024
Oversampling, Augmentation and Curriculum Learning for Speaking Assessment with Limited Training Data INTERSPEECH 2024
Exploring adaptation techniques of large speech foundation models for low-resource ASR: a case study on Northern Sámi INTERSPEECH 2024
Out-of-distribution generalisation in spoken language understanding INTERSPEECH 2024
Automated content assessment and feedback for Finnish L2 learners in a picture description speaking task INTERSPEECH 2024
Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model INTERSPEECH 2023
On using distribution-based compositionality assessment to evaluate compositional generalisation in machine translation EMNLP 2023
Comparison and Analysis of New Curriculum Criteria for End-to-End ASR INTERSPEECH 2022
Morfessor-enriched features and multilingual training for canonical morphological segmentation NAACL 2022
When to Laugh and How Hard? A Multimodal Approach to Detecting Humor and Its Intensity COLING 2022
wav2vec2-based Speech Rating System for Children with Speech Sound Disorder INTERSPEECH 2022
Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0 INTERSPEECH 2022
Self-Supervised End-to-End ASR for Low Resource L2 Swedish INTERSPEECH 2021
Releasing a Toolkit and Comparing the Performance of Language Embeddings Across Various Spoken Language Identification Datasets INTERSPEECH 2020
Data Augmentation Using Prosody and False Starts to Recognize Non-Native Children’s Speech INTERSPEECH 2020
Graph-based Syntactic Word Embeddings COLING 2020
Service registration chatbot: collecting and comparing dialogues from AMT workers and service’s users EMNLP 2020
Finnish ASR with Deep Transformer Models INTERSPEECH 2020
FinChat: Corpus and Evaluation Setup for Finnish Chat Conversations on Everyday Topics INTERSPEECH 2020
Transparent Pronunciation Scoring Using Articulatorily Weighted Phoneme Edit Distance INTERSPEECH 2019
A user study to compare two conversational assistants designed for people with hearing impairments NAACL 2019
Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search INTERSPEECH 2019
Captaina: Integrated Pronunciation Practice and Data Collection Portal INTERSPEECH 2018
The MeMAD Submission to the IWSLT 2018 Speech Translation Task EMNLP 2018
Cognate-aware morphological segmentation for multilingual neural translation EMNLP 2018
The MeMAD Submission to the WMT18 Multimodal Translation Task EMNLP 2018
Improved Subword Modeling for WFST-Based Speech Recognition INTERSPEECH 2017
Automatic Construction of the Finnish Parliament Speech Corpus INTERSPEECH 2017
SIAK — A Game for Foreign Language Pronunciation Learning INTERSPEECH 2017
Reading Validation for Pronunciation Evaluation in the Digitala Project INTERSPEECH 2017
TheanoLM — An Extensible Toolkit for Neural Network Language Modeling INTERSPEECH 2016
Recurrent Neural Network Language Model with Incremental Updated Context Information Generated Using Bag-of-Words Representation INTERSPEECH 2016
Digitala: An Augmented Test and Review Process Prototype for High-Stakes Spoken Foreign Language Examination INTERSPEECH 2016
Morfessor FlatCat: An HMM-Based Method for Unsupervised and Semi-Supervised Learning of Morphology COLING 2014
Morfessor 2.0: Toolkit for statistical morphological segmentation EACL 2014
Part-of-Speech Tagging using Conditional Random Fields: Exploiting Sub-Label Dependencies for Improved Accuracy ACL 2014
Painless Semi-Supervised Morphological Segmentation using Conditional Random Fields EACL 2014
Accelerated Estimation of Conditional Random Fields using a Pseudo-Likelihood-inspired Perceptron Variant EACL 2014
Supervised Morphological Segmentation in a Low-Resource Learning Setting using Conditional Random Fields CONLL 2013
Unsupervised Vocabulary Adaptation for Morph-based Language Models NAACL 2012
Domain Adaptation of Maximum Entropy Language Models ACL 2010
Personalising Speech-To-Speech Translation in the EMIME Project ACL 2010
Morpho Challenge - Evaluation of algorithms for unsupervised learning of morphology in various tasks and languages NAACL 2009
Minimum Bayes Risk Combination of Translation Hypotheses from Alternative Morphological Decompositions NAACL 2009
Analysing Recognition Errors in Unlimited-Vocabulary Speech Recognition NAACL 2009
Speech to speech machine translation: Biblical chatter from Finnish to English IJCNLP 2008
Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages NAACL 2007
Vocabulary Decomposition for Estonian Open Vocabulary Speech Recognition ACL 2007
Unlimited vocabulary speech recognition for agglutinative languages NAACL 2006