Speaker Verification Experiments for Adults and Children Using Shared Embedding Spaces

no code implementations • NoDaLiDa 2021 • Tuomas Kaseva, Hemant Kumar Kathania, Aku Rouhe, Mikko Kurimo

For children, the system trained on a large corpus of adult speakers performed worse than a system trained on a much smaller corpus of children’s speech.

Speaker Verification

Morfessor-enriched features and multilingual training for canonical morphological segmentation

no code implementations • NAACL (SIGMORPHON) 2022 • Aku Rouhe, Stig-Arne Grönroos, Sami Virpioja, Mathias Creutz, Mikko Kurimo

Our approach is to pre-segment the input data for a neural sequence-to-sequence model with the unsupervised method.

Finnish Parliament ASR corpus - Analysis, benchmarks and statistics

1 code implementation • 28 Mar 2022 • Anja Virkkunen, Aku Rouhe, Nhan Phan, Mikko Kurimo

We set benchmarks on the official test sets, as well as multiple other recently used test sets.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Lahjoita puhetta -- a large-scale corpus of spoken Finnish with some benchmarks

no code implementations • 24 Mar 2022 • Anssi Moisio, Dejan Porjazovski, Aku Rouhe, Yaroslav Getman, Anja Virkkunen, Tamás Grósz, Krister Lindén, Mikko Kurimo

The Donate Speech campaign has so far succeeded in gathering approximately 3600 hours of ordinary, colloquial Finnish speech into the Lahjoita puhetta (Donate Speech) corpus.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

SpeechBrain: A General-Purpose Speech Toolkit

3 code implementations • 8 Jun 2021 • 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

SpeechBrain is an open-source and all-in-one speech toolkit.

Language Identification Spoken Language Understanding

Multimodal Machine Translation through Visuals and Speech

no code implementations • 28 Nov 2019 • Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann

Multimodal machine translation involves drawing information from more than one modality, based on the assumption that the additional modalities will contain useful alternative views of the input data.

Image Captioning Multimodal Machine Translation +4

The MeMAD Submission to the IWSLT 2018 Speech Translation Task

no code implementations • IWSLT (EMNLP) 2018 • Umut Sulubacak, Jörg Tiedemann, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo

In this paper, we also describe the experiments leading up to our final systems.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4