doi: 10.21437/SPSC.2021
From Minsky's Society of Mind to a Society of Minds? Artificial Intelligence, Language Models and Agency
Joscha Bach
Racial Disparities in Automated Speech Recognition
Allison Koenecke
Exploiting the Gaps Between Human and Machine Understanding of Audio: Frameworks, Attacks, and Defenses
Patrick Traynor
Federated Learning for Privacy Preserving On-Device Speaker Recognition
Abraham Woubie, Tom Bäckström
The Use of Audio Fingerprints for Authentication of Speakers on Speech Operated Interfaces
Abraham Woubie, Tom Bäckström, Pablo Pérez Zarazaga
Graph2Speak: Improving Speaker Identification using Network Knowledge in Criminal Conversational Data
Maël Fabien, Seyyed Saeed Sarfjoo, Petr Motlicek, Srikanth Madikeri
Visualizing Automatic Speech Recognition – Means for a Better Understanding?
Karla Markert, Romain Parracone, Mykhailo Kulakov, Philip Sperl, Ching-Yu Kao, Konstantin Böttinger
Open-Set Speaker Identification pipeline in live criminal investigations
Maël Fabien, Petr Motlicek
Language Dependencies in Adversarial Attacks on Speech Recognition Systems
Karla Markert, Donika Mirdita, Konstantin Böttinger
ROXSD: a Simulated Dataset of Communication in Organized Crime
Kvetoslav Maly, Gerhard Backfried, Francesco Calderoni, Jan "Honza" Černocký, Erinc Dikici, Maël Fabien, Jan Hořínek, Joshua Hughes, Miroslav Janošík, Marek Kovac, Petr Motlicek, Hoang H. Nguyen, Shantipriya Parida, Johan Rohdin, Miroslav Skácel, Sergej Zerr, Dietrich Klakow, Dawei Zhu, Aravind Krishnan
Robustifying automatic speech recognition by extracting slowly varying features
Matias Pizarro, Dorothea Kolossa, Asja Fischer
Revisiting Speech Content Privacy
Jennifer Williams, Junichi Yamagishi, Paul-Gauthier, Cassia Valentini-Botinhao, Jean-François Bonastre
Implications of the New Regulation Proposed by the European Commission on Automatic Content Moderation
Vera Schmitt, Veronika Solopova, Vinicius Woloszyn, Jessica de Jesus de Pinho Pinhal
Benchmarking and challenges in security and privacy for voice biometrics
Jean-François Bonastre, Héctor Delgado, Nicholas Evans, Tomi Kinnunen, Kong Aik Lee, Xuechen Liu, Andreas Nautsch, Paul-Gauthier Noé, Jose Patino, Md Sahidullah, Brij Mohan Lal Srivastava, Massimiliano Todisco, Natalia Tomashenko, Emmanuel Vincent, Xin Wang, Junichi Yamagishi
Intuitive Privacy from Acoustic Reach: A Case for Networked Voice User-Interfaces
Tom Bäckström, Sneha Das, Pablo Pérez Zarazaga, Johannes Fischer, Rainhard Dieter Findling, Stephan Sigg, Le Ngu Nguyen
Evaluation of Speaker Anonymization on Emotional Speech
Hubert Nourtel, Pierre Champion, Denis Jouvet, Anthony Larcher, Marie Tahon
Brave New World? Processing of personal data about employees under Art. 9 of GDPR in the context of human-robot interaction
Ivo Emanuilov, Katerina Yordanova
A More Holistic View of Literacy Specifications in the Context of Speech-based Systems
Carolin Wienrich, Astrid Carolus
Design Implications for Human-Machine Interactions from a Qualitative Pilot Study on Privacy
Anna Leschanowsky, Birgit Brüggemeier, Nils Peters
Speaker anonymization solution for public voice-assistant interactions – Presentation of a Work in Progress Development
Ingo Siegert
How to collect speech data with human rights in mind – Workshop at the SPSC Symposium 2021
Tom Backstrom, Andreas Nautsch, Karla Markert, Ingo Siegert
‘How to Collect Speech Data with Human Rights in Mind’ - The legal view
Catherine Jasserand-Breeman
‘How to Collect Speech Data with Human Rights in Mind’ - Medical speech data analysis
Ayana Martins
‘How to Collect Speech Data with Human Rights in Mind’ - Language Resources, ethics and IPR
Khalid Choukri
‘How to Collect Speech Data with Human Rights in Mind’ - The users' view
Julia Krüger
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