Marco Matassoni

10 papers · 2017–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (19) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

🧬 Topic Evolution 🏆 Keyword Champion (4) 🗃️ Keyword Collector (50) 💎 Century Club · Bronze

Venues

Interspeech (7) ACL (1) EMNLP (1) NAACL (1)

Top co-authors

Alessio Brutti (6) Roberto Gretter (4) Daniele Falavigna (3) Sara Papi (3) Matteo Negri (2) Marco Gaido (2) Mohamed Nabih (2) Luisa Bentivogli (2) Mauro Cettolo (2) Seraphina Fong (1)

Research topics

Machine Learning (7) Speech & Audio (7) Recognition (7) Application Areas (5) Artificial Intelligence (3) Deep Learning (3) Core AI (3) Core Methods (3) Analysis (2) Architectures (2) Learning Types (1) Optimization & Theory (1) Synthesis (1) Techniques (1)

Keywords

automatic speech recognition (5) language proficiency (4) non-native speech (2) deep neural network (2) child speech (2) speech recognition (2) error detection (1) model convergence (1) speech enhancement (1) learning rate (1) multilingual model (1) low-resource language (1) mixture of expert (1) learning rate warmup (1) regularization term (1) noise robustness (1) classifier ensemble (1) channel selection (1) transformer optimization (1) learning to rank (1)

Papers

Automatic detection of speech sound disorders in German-speaking children: augmenting the data with typically developed speech Interspeech 2025 Speech LLMs in Low-Resource Scenarios: Data Volume Requirements and the Impact of Pretraining on High-Resource Languages Interspeech 2025 The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence ACL 2025 MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages EMNLP 2024 Cross-corpora experiments of automatic proficiency assessment and error detection for spoken English NAACL 2022 ETLT 2021: Shared Task on Automatic Speech Recognition for Non-Native Children’s Speech Interspeech 2021 Learning to Rank Microphones for Distant Speech Recognition Interspeech 2021 Mixtures of Deep Neural Experts for Automated Speech Scoring Interspeech 2020 Overview of the Interspeech TLT2020 Shared Task on ASR for Non-Native Children’s Speech Interspeech 2020 Optimizing DNN Adaptation for Recognition of Enhanced Speech Interspeech 2017