Aku Rouhe

28 papers A 7C 1Misc 1Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Comparing Human and Machine Translations of Generative Language Model Evaluation Datasets.
NoDaLiDa/Baltic-HLT
Sander Bijl de Vroe, George Stampoulidis, Kai Hakala, Aku Rouhe, Mark van Heeswijk, Jussi Karlgren
2024 — —
Attention-based End-to-End Models in Language Technology ; Attentiopohjaiset kokonaismallit kieliteknologiassa.
Aku Rouhe
2024 J jnl
Open-Source Conversational AI with SpeechBrain 1.0.
CoRR
Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
2024 J jnl
Open-Source Conversational AI with SpeechBrain 1.0.
J. Mach. Learn. Res.
Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Ha Nguyen, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
2024 J jnl
Principled Comparisons for End-to-End Speech Recognition: Attention vs Hybrid at the 1000-Hour Scale.
IEEE ACM Trans. Audio Speech Lang. Process.
Aku Rouhe, Tamás Grósz, Mikko Kurimo
2023 — conf
A pronunciation Scoring System Embedded into Children's Foreign Language Learning Games with Experimental Verification of Learning Benefits.
SLaTE
Reima Karhila, Sari Ylinen, Anna-Riikka Smolander, Aku Rouhe, Ragheb Al-Ghezi, Yaroslav Getman, Tamás Grósz, Maria Uther, Mikko Kurimo
2023 J jnl
Finnish parliament ASR corpus.
Lang. Resour. Evaluation
Anja Virkkunen, Aku Rouhe, Nhan Phan, Mikko Kurimo
2023 A conf
Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model.
INTERSPEECH
Tamás Grósz, Yaroslav Getman, Ragheb Al-Ghezi, Aku Rouhe, Mikko Kurimo
2023 J jnl
Lahjoita puhetta: a large-scale corpus of spoken Finnish with some benchmarks.
Lang. Resour. Evaluation
Anssi Moisio, Dejan Porjazovski, Aku Rouhe, Yaroslav Getman, Anja Virkkunen, Ragheb Al-Ghezi, Mietta Lennes, Tamás Grósz, Krister Lindén, Mikko Kurimo
2022 J jnl
Finnish Parliament ASR corpus - Analysis, benchmarks and statistics.
CoRR
Anja Virkkunen, Aku Rouhe, Nhan Phan, Mikko Kurimo
2022 J jnl
Lahjoita puhetta - a large-scale corpus of spoken Finnish with some benchmarks.
CoRR
Anssi Moisio, Dejan Porjazovski, Aku Rouhe, Yaroslav Getman, Anja Virkkunen, Tamás Grósz, Krister Lindén, Mikko Kurimo
2022 A conf
Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0.
INTERSPEECH
Aku Rouhe, Anja Virkkunen, Juho Leinonen, Mikko Kurimo
2021 — conf
An Equal Data Setting for Attention-Based Encoder-Decoder and HMM/DNN Models: A Case Study in Finnish ASR.
SPECOM
Aku Rouhe, Astrid Van Camp, Mittul Singh, Hugo Van hamme, Mikko Kurimo
2021 A conf
Self-Supervised End-to-End ASR for Low Resource L2 Swedish.
Interspeech
Ragheb Al-Ghezi, Yaroslav Getman, Aku Rouhe, Raili Hildén, Mikko Kurimo
2021 — conf
Speaker Verification Experiments for Adults and Children Using Shared Embedding Spaces.
NoDaLiDa
Tuomas Kaseva, Hemant Kumar Kathania, Aku Rouhe, Mikko Kurimo
2021 J jnl
SpeechBrain: A General-Purpose Speech Toolkit.
CoRR
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, Szu-Wei Fu, Chien-Feng Liao, Elena Rastorgueva, François Grondin, William Aris, Hwidong Na, Yan Gao, Renato De Mori, Yoshua Bengio
2020 A conf
Finnish ASR with Deep Transformer Models.
INTERSPEECH
Abhilash Jain, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo
2020 J jnl
Finnish Language Modeling with Deep Transformer Models.
CoRR
Abhilash Jain, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo
2020 J jnl
Multimodal machine translation through visuals and speech.
Mach. Transl.
Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann
2020 Misc conf
Speaker-Aware Training of Attention-Based End-to-End Speech Recognition Using Neural Speaker Embeddings.
ICASSP
Aku Rouhe, Tuomas Kaseva, Mikko Kurimo
2019 J jnl
Multimodal Machine Translation through Visuals and Speech.
CoRR
Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann
2019 C conf
Spherediar: An Effective Speaker Diarization System for Meeting Data.
ASRU
Tuomas Kaseva, Aku Rouhe, Mikko Kurimo
2018 A conf
Captaina: Integrated Pronunciation Practice and Data Collection Portal.
INTERSPEECH
Aku Rouhe, Reima Karhila, Aija Elg, Minnaleena Toivola, Peter Smit, Anna-Riikka Smolander, Mikko Kurimo
2018 — conf
The MeMAD Submission to the IWSLT 2018 Speech Translation Task.
IWSLT
Umut Sulubacak, Jörg Tiedemann, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo
2018 J jnl
The MeMAD Submission to the IWSLT 2018 Speech Translation Task.
CoRR
Umut Sulubacak, Jörg Tiedemann, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo
2017 — conf
A pipeline for automatic assessment of foreign language pronunciation.
SLaTE
Aku Rouhe, Reima Karhila, Heini Kallio, Mikko Kurimo
2017 A conf
Reading Validation for Pronunciation Evaluation in the Digitala Project.
INTERSPEECH
Aku Rouhe, Reima Karhila, Peter Smit, Mikko Kurimo
2016 A conf
Digitala: An Augmented Test and Review Process Prototype for High-Stakes Spoken Foreign Language Examination.
INTERSPEECH
Reima Karhila, Aku Rouhe, Peter Smit, André Mansikkaniemi, Heini Kallio, Erik Lindroos, Raili Hildén, Martti Vainio, Mikko Kurimo