Jari Kolehmainen

According to our database, Jari Kolehmainen authored at least 15 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

NoLoCo: No-all-reduce Low Communication Training Method for Large Models.

Jari Kolehmainen, Nikolay Blagoev, John Donaghy, Oguzhan Ersoy, Christopher Nies

CoRR, June, 2025

HDEE: Heterogeneous Domain Expert Ensemble.

Oguzhan Ersoy, Jari Kolehmainen, Gabriel P. Andrade

CoRR, February, 2025

Speech Recognition Rescoring with Large Speech-Text Foundation Models.

Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition.

Yu Yu, Chao-Han Huck Yang, Tuan Dinh, Sungho Ryu, Jari Kolehmainen, Roger Ren, Denis Filimonov, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Jia Xu, Ivan Bulyko, Andreas Stolcke

CoRR, 2024

Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks.

Kevin Everson, Yile Gu, Chao-Han Huck Yang, Prashanth Gurunath Shivakumar, Guan-Ting Lin, Jari Kolehmainen, Ivan Bulyko, Ankur Gandhe, Shalini Ghosh, Wael Hamza, Hung-Yi Lee, Ariya Rastrow, Andreas Stolcke

Proceedings of the IEEE International Conference on Acoustics, 2024

Multi-Modal Retrieval For Large Language Model Based Speech Recognition.

Aditya Gourav, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Grant P. Strimel, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Distillation Strategies for Discriminative Speech Recognition Rescoring.

Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Personalization for BERT-based Discriminative Speech Recognition Rescoring.

Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Scaling Laws for Discriminative Speech Recognition Rescoring Models.

Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition.

Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastrow, Ivan Bulyko

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Discriminative Speech Recognition Rescoring With Pre-Trained Language Models.

Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

RescoreBERT: Discriminative Speech Recognition Rescoring With Bert.

Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Facilitating Individuals' Transitions Toward 1.5-Degree Lifestyle at a Global Scale with SUSLA.

Sanna Tiilikainen, Michael Lettenmeier, Katrin Bienge, Torsten Masseck, Salla Lahtinen, Jari Kolehmainen, Mikko Jalas

Proceedings of the 42nd International Conference on Information Systems, 2021

2014

High Performance Particle Tracking Velocimetry for Fluidized Beds.

Jouni Elfvengren, Jari Kolehmainen, Pentti Saarenrinne

Proceedings of the VISAPP 2014, 2014

2012

Spatter Tracking in Laser Machining.

Timo Viitanen, Jari Kolehmainen, Robert Piché, Yasuhiro Okamoto

Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012