Thomas Pellegrini
13 papers · 2016–2024 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22)
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Keyword Collector
(55)
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Trend Setter
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Century Club · Bronze
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Conference Pioneer
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Renaissance Researcher
(5)
Venues
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Research topics
Machine Learning
(11)
Deep Learning
(5)
Application Areas
(5)
Architectures
(5)
Learning Types
(5)
Speech & Audio
(4)
Core Methods
(4)
Recognition
(4)
Natural Language Processing
(2)
Applications
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Generation
(1)
Keywords
convolutional neural network
(5)
transfer learning
(3)
phoneme recognition
(2)
automatic speech recognition
(2)
audio classification
(2)
data augmentation
(2)
natural language processing
(1)
feature extraction
(1)
feature learning
(1)
phone recognition
(1)
text summarization
(1)
weakly supervised learning
(1)
speech transcription
(1)
weak supervision
(1)
self-supervised learning
(1)
connectionist temporal classification
(1)
logistic regression
(1)
speaker diarization
(1)
spectral clustering
(1)
multi-task learning
(1)
Papers
Self-Supervised Models for Phoneme Recognition: Applications in Children's Speech for Reading Learning
Interspeech 2024
Specializing Self-Supervised Speech Representations for Speaker Segmentation
Interspeech 2024
Adapting a ConvNeXt Model to Audio Classification on AudioSet
Interspeech 2023
Dilated convolution with learnable spacings
ICLR 2023
Deep-Learning-Based Central African Primate Species Classification with MixUp and SpecAugment
Interspeech 2021
Simulating Reading Mistakes for Child Speech Transformer-Based Phone Recognition
Interspeech 2021
Weakly supervised discourse segmentation for multiparty oral conversations
EMNLP 2021
Char+CV-CTC: Combining Graphemes and Consonant/Vowel Units for CTC-Based ASR Using Multitask Learning
Interspeech 2019
The Airbus Air Traffic Control Speech Recognition 2018 Challenge: Towards ATC Automatic Transcription and Call Sign Detection
Interspeech 2019
CNN-Based Phone Segmentation Experiments in a Less-Represented Language
Interspeech 2016
Inferring Phonemic Classes from CNN Activation Maps Using Clustering Techniques
Interspeech 2016
Pronunciation Assessment of Japanese Learners of French with GOP Scores and Phonetic Information
Interspeech 2016
Sinusoidal Modelling for Ecoacoustics
Interspeech 2016