Daniele Falavigna
12 papers · 2014–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(5)
Application Areas
(5)
Speech & Audio
(4)
Recognition
(4)
Architectures
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(2)
Synthesis
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
class-incremental learning
(3)
spoken language understanding
(3)
continual learning
(3)
automatic speech recognition
(2)
language proficiency
(2)
catastrophic forgetting
(2)
knowledge distillation
(2)
deep neural network
(2)
mixture of expert
(2)
language learner
(1)
second language acquisition
(1)
speech assessment
(1)
speech corpus
(1)
acoustic model adaptation
(1)
children speech
(1)
environmental condition
(1)
child speech
(1)
children's speech
(1)
speech scoring
(1)
audio spectrogram transformer
(1)
Papers
Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach
Interspeech 2025
Continual Contrastive Spoken Language Understanding
ACL 2024
Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters
Interspeech 2024
An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding
Interspeech 2023
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding
Interspeech 2023
Mixtures of Deep Neural Experts for Automated Speech Scoring
Interspeech 2020
Overview of the Interspeech TLT2020 Shared Task on ASR for Non-Native Children’s Speech
Interspeech 2020
Optimizing DNN Adaptation for Recognition of Enhanced Speech
Interspeech 2017
TranscRater: a Tool for Automatic Speech Recognition Quality Estimation
ACL 2016
Driving ROVER with Segment-based ASR Quality Estimation
ACL 2015
Multitask Learning for Adaptive Quality Estimation of Automatically Transcribed Utterances
NAACL 2015
Quality Estimation for Automatic Speech Recognition
COLING 2014