Peter Sullivan
Peter Sullivan has 3 papers in our library, in 2021–2023, most of them on Speech & spoken language, English, Language models & pretraining; often with Muhammad Abdul-Mageed, Toshiko Shibano, AbdelRahim Elmadany.
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📄 3 works in our library · 🔗 Cited 17 times in our library · ⭐ Paper Stars ranking: #5478
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksSignal Processing · 3 worksPsychology · 2 worksExperimental and Cognitive Psychology · 2 works
🧭 Topics 4Research subjects and languages the work is about.Semitic languages · 1 workEnglish · 2 worksSpeech & spoken language · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- On the Robustness of Arabic Speech Dialect Identification (2023 · 18 citations)
Arabic dialect identification (ADI) systems often act as filters in large web-scale pipelines that gather speech for training ASR. - Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding (2022 · 16 citations)
ASR systems tuned for native (L1) English perform noticeably worse on non-native (L2) speakers. Accents shift pronunciation, and little annotated accented audio exists for training. The authors start from the self-trained wav2vec 2.0 Large model (Wav2Vec 2.0-ST) and fine-tune it with CTC under many data conditions… - Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English with Transfer Learning (2021 · 5 citations)
English speech recognisers do noticeably worse on non-native (L2) speakers. The main causes are first-language pronunciation habits and the small amount of transcribed accented speech. The authors test whether a strong pretrained model can close this gap through modest fine-tuning alone, with no external language…
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