Search Results - "Harju, Manu"

Crowdsourcing Strong Labels for Sound Event Detection by Martin-Morato, Irene, Harju, Manu, Mesaros, Annamaria

“…Strong labels are a necessity for evaluation of sound event detection methods, but often scarcely available due to the high resources required by the…”
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Reconstruction and validation of RefRec: a global model for the yeast molecular interaction network by Aho, Tommi, Almusa, Henrikki, Matilainen, Jukka, Larjo, Antti, Ruusuvuori, Pekka, Aho, Kaisa-Leena, Wilhelm, Thomas, Lähdesmäki, Harri, Beyer, Andreas, Harju, Manu, Chowdhury, Sharif, Leinonen, Kalle, Roos, Christophe, Yli-Harja, Olli

“…Molecular interaction networks establish all cell biological processes. The networks are under intensive research that is facilitated by new high-throughput…”
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Training Sound Event Detection with Soft Labels from Crowdsourced Annotations by Martin-Morato, Irene, Harju, Manu, Ahokas, Paul, Mesaros, Annamaria

“…In this paper, we study the use of soft labels to train a system for sound event detection (SED). Soft labels can result from annotations which account for…”
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Contrasting a semiotic conceptualization of translation with AI text production: The case of audio captioning by Haapaniemi, Riku, Mesaros, Annamaria, Harju, Manu, Martín Morató, Irene, Hirvonen, Maija

“…Using a semiotically-informed material approach to the study of translation, this paper analyses an artificial intelligence (AI) system developed for automatic…”
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Contrasting a semiotic conceptualization of translation with AI text production by Riku Haapaniemi, Annamaria Mesaros, Manu Harju, Irene Martín Morató, Maija Hirvonen

“…Using a semiotically-informed material approach to the study of translation, this paper analyses an artificial intelligence (AI) system developed for automatic…”
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Evaluating Classification Systems Against Soft Labels with Fuzzy Precision and Recall by Harju, Manu, Mesaros, Annamaria

“…Classification systems are normally trained by minimizing the cross-entropy between system outputs and reference labels, which makes the Kullback-Leibler…”
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Sound Event Detection with Soft Labels: A New Perspective on Evaluation by Harju, Manu, Martin-Morato, Irene, Heittola, Toni, Mesaros, Annamaria

“…Sound event detection has been an essential task in the DCASE Challenge since the beginning, with various alterations over the years. The 2023 Challenge…”
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Crowdsourcing strong labels for sound event detection by Martín-Morató, Irene, Harju, Manu, Mesaros, Annamaria

“…Strong labels are a necessity for evaluation of sound event detection methods, but often scarcely available due to the high resources required by the…”
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Training sound event detection with soft labels from crowdsourced annotations by Martín-Morató, Irene, Harju, Manu, Ahokas, Paul, Mesaros, Annamaria

“…In this paper, we study the use of soft labels to train a system for sound event detection (SED). Soft labels can result from annotations which account for…”
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DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels by Cornell, Samuele, Ebbers, Janek, Douwes, Constance, Martín-Morató, Irene, Harju, Manu, Mesaros, Annamaria, Serizel, Romain

“…The Detection and Classification of Acoustic Scenes and Events Challenge Task 4 aims to advance sound event detection (SED) systems in domestic environments by…”
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On probabilities of Risk type board game combats by Harju, Manu

“…Risk is a well-known turn based board game where the primary objective is nothing less than the world domination. Gameplay is based on battles between armies…”
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