Jari Kolehmainen

22 papers A 3C 3Misc 3Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
HDEE: Heterogeneous Domain Expert Ensemble.
CoRR
Oguzhan Ersoy, Jari Kolehmainen, Gabriel P. Andrade
2025 J jnl
NoLoCo: No-all-reduce Low Communication Training Method for Large Models.
CoRR
Jari Kolehmainen, Nikolay Blagoev, John Donaghy, Oguzhan Ersoy, Christopher Nies
2025 J jnl
Sharing is Caring: Efficient LM Post-Training with Collective RL Experience Sharing.
CoRR
Jeffrey Amico, Gabriel Passamani Andrade, John Donaghy, Ben Fielding, Tristin Forbus, Harry Grieve, Semih Kara, Jari Kolehmainen, Yihua Lou, Christopher Nies, Edward Phillip Flores Nuño, Diogo Ortega, Shikhar Rastogi, Austin Virts, Matthew J. Wright
2025 Misc conf
Speech Recognition Rescoring with Large Speech-Text Foundation Models.
ICASSP
Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2024 J jnl
Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition.
CoRR
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
2024 — conf
Multi-Modal Retrieval For Large Language Model Based Speech Recognition.
ACL (Findings)
Aditya Gourav, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Grant P. Strimel, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2024 J jnl
Multi-Modal Retrieval For Large Language Model Based Speech Recognition.
CoRR
Jari Kolehmainen, Aditya Gourav, Prashanth Gurunath Shivakumar, Yile Gu, Ankur Gandhe, Ariya Rastrow, Grant P. Strimel, Ivan Bulyko
2024 J jnl
Speech Recognition Rescoring with Large Speech-Text Foundation Models.
CoRR
Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2024 J jnl
Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks.
CoRR
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
2024 Misc conf
Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks.
ICASSP
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
2023 C conf
Discriminative Speech Recognition Rescoring With Pre-Trained Language Models.
ASRU
Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023 A conf
Distillation Strategies for Discriminative Speech Recognition Rescoring.
INTERSPEECH
Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023 C conf
Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition.
ASRU
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
2023 J jnl
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition.
CoRR
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
2023 A conf
Personalization for BERT-based Discriminative Speech Recognition Rescoring.
INTERSPEECH
Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023 J jnl
Personalization for BERT-based Discriminative Speech Recognition Rescoring.
CoRR
Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023 A conf
Scaling Laws for Discriminative Speech Recognition Rescoring Models.
INTERSPEECH
Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2022 Misc conf
RescoreBERT: Discriminative Speech Recognition Rescoring With Bert.
ICASSP
Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
2022 J jnl
RescoreBERT: Discriminative Speech Recognition Rescoring with BERT.
CoRR
Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
2021 C conf
Facilitating Individuals' Transitions Toward 1.5-Degree Lifestyle at a Global Scale with SUSLA.
ICIS
Sanna Tiilikainen, Michael Lettenmeier, Katrin Bienge, Torsten Masseck, Salla Lahtinen, Jari Kolehmainen, Mikko Jalas
2014 — conf
High Performance Particle Tracking Velocimetry for Fluidized Beds.
VISAPP (3)
Jouni Elfvengren, Jari Kolehmainen, Pentti Saarenrinne
2012 — conf
Spatter Tracking in Laser Machining.
ISVC (2)
Timo Viitanen, Jari Kolehmainen, Robert Piché, Yasuhiro Okamoto