Digitala: An Augmented Test and Review Process Prototype for High-Stakes Spoken Foreign Language Examination. - Reima Karhila; Aku Rouhe; Peter Smit; André Mansikkaniemi; Heini Kallio; Erik Lindroos; Raili Hildén; Martti Vainio; Mikko Kurimo (INTERSPEECH, 2016)

Reading Validation for Pronunciation Evaluation in the Digitala Project. - Aku Rouhe; Reima Karhila; Peter Smit; Mikko Kurimo (INTERSPEECH, 2017)

A pipeline for automatic assessment of foreign language pronunciation. - Aku Rouhe; Reima Karhila; Heini Kallio; Mikko Kurimo (SLaTE, 2017)

Captaina: Integrated Pronunciation Practice and Data Collection Portal. - Aku Rouhe; Reima Karhila; Aija Elg; Minnaleena Toivola; Peter Smit; Anna-Riikka Smolander; Mikko Kurimo (INTERSPEECH, 2018)

The MeMAD Submission to the IWSLT 2018 Speech Translation Task. - Umut Sulubacak; Jörg Tiedemann; Aku Rouhe; Stig-Arne Grönroos; Mikko Kurimo (IWSLT, 2018)

Spherediar: An Effective Speaker Diarization System for Meeting Data. - Tuomas Kaseva; Aku Rouhe; Mikko Kurimo (ASRU, 2019)

Speaker-Aware Training of Attention-Based End-to-End Speech Recognition Using Neural Speaker Embeddings. - Aku Rouhe; Tuomas Kaseva; Mikko Kurimo (ICASSP, 2020)

Finnish ASR with Deep Transformer Models. - Abhilash Jain; Aku Rouhe; Stig-Arne Grönroos; Mikko Kurimo (INTERSPEECH, 2020)

Finnish Language Modeling with Deep Transformer Models. - Abhilash Jain; Aku Rouhe; Stig-Arne Grönroos; Mikko Kurimo (CoRR, 2020)

Multimodal machine translation through visuals and speech. - Umut Sulubacak; Ozan Caglayan; Stig-Arne Grönroos; Aku Rouhe; Desmond Elliott; Lucia Specia; Jörg Tiedemann (Mach. Transl., 2020)

Self-Supervised End-to-End ASR for Low Resource L2 Swedish. - Ragheb Al-Ghezi; Yaroslav Getman; Aku Rouhe; Raili Hildén; Mikko Kurimo (Interspeech, 2021)

Speaker Verification Experiments for Adults and Children Using Shared Embedding Spaces. - Tuomas Kaseva; Hemant Kumar Kathania; Aku Rouhe; Mikko Kurimo (NoDaLiDa, 2021)

An Equal Data Setting for Attention-Based Encoder-Decoder and HMM/DNN Models: A Case Study in Finnish ASR. - Aku Rouhe; Astrid Van Camp; Mittul Singh; Hugo Van hamme; Mikko Kurimo (SPECOM, 2021)

SpeechBrain: A General-Purpose Speech Toolkit. - Mirco Ravanelli; Titouan Parcollet; Peter Plantinga; Aku Rouhe; Samuele Cornell; Loren Lugosch; Cem Subakan; Nauman Dawalatabad; Abdelwahab Heba; Jianyuan Zhong; Ju-Chieh Chou; Sung-Lin Yeh; et al. (CoRR, 2021)

Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0. - Aku Rouhe; Anja Virkkunen; Juho Leinonen 002; Mikko Kurimo (INTERSPEECH, 2022)

Lahjoita puhetta - a large-scale corpus of spoken Finnish with some benchmarks. - Anssi Moisio; Dejan Porjazovski; Aku Rouhe; Yaroslav Getman; Anja Virkkunen; Tamás Grósz; Krister Lindén; Mikko Kurimo (CoRR, 2022)

Finnish Parliament ASR corpus - Analysis, benchmarks and statistics. - Anja Virkkunen; Aku Rouhe; Nhan Phan; Mikko Kurimo (CoRR, 2022)

Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model. - Tamás Grósz; Yaroslav Getman; Ragheb Al-Ghezi; Aku Rouhe; Mikko Kurimo (INTERSPEECH, 2023)

A pronunciation Scoring System Embedded into Children's Foreign Language Learning Games with Experimental Verification of Learning Benefits. - Reima Karhila; Sari Ylinen; Anna-Riikka Smolander; Aku Rouhe; Ragheb Al-Ghezi; Yaroslav Getman; Tamás Grósz; Maria Uther; Mikko Kurimo (SLaTE, 2023)

Lahjoita puhetta: a large-scale corpus of spoken Finnish with some benchmarks. - Anssi Moisio; Dejan Porjazovski; Aku Rouhe; Yaroslav Getman; Anja Virkkunen; Ragheb Al-Ghezi; Mietta Lennes; Tamás Grósz; Krister Lindén; Mikko Kurimo (Lang. Resour. Evaluation, 2023)

Finnish parliament ASR corpus. - Anja Virkkunen; Aku Rouhe; Nhan Phan; Mikko Kurimo (Lang. Resour. Evaluation, 2023)

Open-Source Conversational AI with SpeechBrain 1.0. - Mirco Ravanelli; Titouan Parcollet; Adel Moumen; Sylvain de Langen; Cem Subakan; Peter Plantinga; Yingzhi Wang 002; Pooneh Mousavi; Luca Della Libera; Artem Ploujnikov; Francesco Paissan; Davide Borra; et al. (CoRR, 2024)

Principled Comparisons for End-to-End Speech Recognition: Attention vs Hybrid at the 1000-Hour Scale. - Aku Rouhe; Tamás Grósz; Mikko Kurimo (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Attention-based End-to-End Models in Language Technology ; Attentiopohjaiset kokonaismallit kieliteknologiassa. - Aku Rouhe (2024)