Marvin Lavechin
9 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(7)
Learning Types · Machine Learning
(5)
Interdisciplinary
(4)
Speech & Audio
(4)
Analysis
(4)
Core Methods
(4)
Linguistics
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Learning Paradigms
(2)
Natural Language Processing
(1)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Social
(1)
Keywords
self-supervised learning
(3)
speech representation
(3)
neural network
(2)
voice activity detection
(2)
child language
(2)
speech transcription
(1)
adversarial training
(1)
domain adaptation
(1)
language acquisition
(1)
speaker recognition
(1)
audio classification
(1)
phoneme classification
(1)
language model
(1)
end-to-end learning
(1)
speech processing
(1)
domain adversarial learning
(1)
language development
(1)
speaker verification
(1)
domain mismatch
(1)
unsupervised representation
(1)
Papers
Challenges in Automated Processing of Speech from Child Wearables: The Case of Voice Type Classifier
Interspeech 2025
Fifteen Years of Child-Centered Long-Form Recordings: Promises, Resources, and Remaining Challenges to Validity
Interspeech 2025
From perception to production: how acoustic invariance facilitates articulatory learning in a self-supervised vocal imitation model
EMNLP 2025
BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models
Interspeech 2023
Measuring Language Development From Child-centered Recordings
Interspeech 2023
ProsAudit, a prosodic benchmark for self-supervised speech models
Interspeech 2023
Probing phoneme, language and speaker information in unsupervised speech representations
Interspeech 2022
An Open-Source Voice Type Classifier for Child-Centered Daylong Recordings
Interspeech 2020
End-to-End Domain-Adversarial Voice Activity Detection
Interspeech 2020