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Toni Heittola — most-cited papers & profile · Speech Audio
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Toni Heittola
19
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0
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30
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Tampere University
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OpenAlex ↗
Most-cited papers
Low-Complexity Acoustic Scene Classification with Device Information in the DCASE 2025 Challenge
2025
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection
2017
A multi-device dataset for urban acoustic scene classification
2018
Acoustic Scene Classification: A Competition Review
2018
City classification from multiple real-world sound scenes
2019
Active Learning for Sound Event Detection
2020
Acoustic scene classification in DCASE 2020 Challenge: generalization across devices and low complexity solutions
2020
Low-complexity acoustic scene classification for multi-device audio: analysis of DCASE 2021 Challenge systems
2021
Sound Event Detection: A Tutorial
2021
Low-complexity acoustic scene classification in DCASE 2022 Challenge
2022
Zero-Shot Audio Classification using Image Embeddings
2022
Positive and negative sampling strategies for self-supervised learning on audio-video data
2024
Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge
2024
Multi-label Zero-Shot Audio Classification with Temporal Attention
2024
A decade of DCASE: Achievements, practices, evaluations and future challenges
2024
Top co-authors
Tuomas Virtanen
· 11
Annamaria Mesaros
· 10
Irene Mart\'in-Morat\'o
· 4
Duygu Dogan
· 2
Florian Schmid
· 2
Gerhard Widmer
· 2
Huang Xie
· 2
Mark D. Plumbley
· 2
Paul Primus
· 2
Alberto Ancilotto
· 1
Alessio Brutti
· 1
Daisuke Niizumi
· 1
Topics
eess.AS
cs.SD
Audio Understanding
cs.LG
Uncategorized