Patrick von Platen

5 papers · 2020–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

Interspeech (3) EMNLP (2)

Top co-authors

Clement Delangue (2) Alexander Rush (2) Michael Auli (2) Mariama Drame (2) Julien Chaumond (2) Yacine Jernite (2) Pierric Cistac (2) Canwen Xu (2) Joe Davison (2) Lysandre Debut (2)

Research topics

Deep Learning (3) Machine Learning (3) Speech & Audio (3) Natural Language Processing (2) Architectures (2) Learning Types · Machine Learning (2) Recognition (2) Resources & Methods (2) Techniques (2) Computer Science (1) Analysis (1) Core Methods (1) Learning Types · Deep Learning (1) Systems (1)

Keywords

speech recognition (2) representation learning (1) benchmark evaluation (1) multi-task learning (1) natural language processing (1) self-supervised learning (1) model pretraining (1) speaker verification (1) siamese neural network (1) language model (1) pre-trained model (1) model fine-tuning (1) multilingual speech (1) wav2vec 2.0 (1) speech-to-text translation (1) replay attack detection (1) residual neural network (1) siames neural network (1) discriminative feature learning (1) corpus curation (1)

Papers

XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale Interspeech 2022 XTREME-S: Evaluating Cross-lingual Speech Representations Interspeech 2022 Datasets: A Community Library for Natural Language Processing EMNLP 2021 Multi-Task Siamese Neural Network for Improving Replay Attack Detection Interspeech 2020 Transformers: State-of-the-Art Natural Language Processing EMNLP 2020