🧑‍🔬 Marco Matassoni

🏛️ Affiliations

🔬Fondazione Bruno KesslerTrento · Italy2006–2026 · 45 paperscurrent🔬Istituto per la Ricerca Scientifica e TecnologicaTrento · Italy1998–2006 · 19 papers🎓University of TrentoTrento · Italy2012–2022 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Proficiency assessment of L2 spoken English using wav2vec 2.0 (2022 · 35 citations)
   The paper tackles automatic grading of spoken English produced by second-language learners. Most earlier graders rely either on hand-engineered features, which may miss useful cues, or on ASR transcripts, which carry recognition errors and lose prosodic information. The authors instead fine-tune the self-supervised…
2. Cross-corpora experiments of automatic proficiency assessment and error detection for spoken English (2022 · 9 citations)
   The paper addresses automatic scoring of spoken answers from learners of English as a second language. Two obstacles motivate it: annotated speech data is scarce, and human raters are often inconsistent. The authors treat grammatical errors as a stable signal of proficiency and transfer knowledge from writing to…
3. LuxSQA: Ask Me in Luxembourgish with TTS-Augmented Spoken Question Answering (2026)
   The paper asks whether spoken question answering (SQA) can be built for Luxembourgish, a low-resource language, without recording a large human QA speech corpus.
4. Phonetic-based Ranking for Improved Pseudo-Labeling in Low-Resource ASR (2026)
   Pseudo-labeling means fine-tuning an ASR model on audio that another system has transcribed automatically.

All works

5 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them.

1. Non-native children speech recognition through transfer learning ↗arXiv:1809.09658 · no summary yetMarco Matassoni et al.2018 · 47 citations
2. Proficiency assessment of L2 spoken English using wav2vec 2.0IEEE Spoken Language Technology Workshop (SLT)Stefano Banno, Marco Matassoni2022 · 35 citations
3. Cross-corpora experiments of automatic proficiency assessment and error detection for spoken EnglishWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Stefano Bannò, Marco Matassoni2022 · 9 citations
4. LuxSQA: Ask Me in Luxembourgish with TTS-Augmented Spoken Question AnsweringarXiv:2607.02763Nina Hosseini-Kivanani, Marco Matassoni, Alessio Brutti2026
5. Phonetic-based Ranking for Improved Pseudo-Labeling in Low-Resource ASRLanguage Resources and Evaluation Conference (LREC)Marco Matassoni, Roberto Gretter, Falavigna Daniele, et al.2026

🤝 Co-authors here

8 co-authors with a page, the most papers together first.

• Alessio Brutti ×2
• Stefano Banno ×2
• Luisa Bentivogli
• Marco Gaido
• Matteo Negri
• Mauro Cettolo
• Nina Hosseini-Kivanani
• Sara Papi

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Workshop on Innovative Use of NLP for Building Educational Applications (BEA): BEA 2022
• IEEE Spoken Language Technology Workshop (SLT): SLT 2022
• Language Resources and Evaluation Conference (LREC): LREC 2026

🔗 Cited by

Papers of our library cite their works 24 times (of the 149,439 papers whose bibliographies we read); 8 citing papers with a page here →.

Updated 30 October 2026

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