Alessio Brutti
16 papers · 2016–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (32) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(64)
Venues
Top co-authors
Research topics
Speech & Audio
(11)
Machine Learning
(10)
Recognition
(8)
Application Areas
(7)
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI
(5)
Learning Types Β· Machine Learning
(4)
Synthesis
(4)
Architectures
(3)
Analysis
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Keywords
knowledge distillation
(4)
spoken language understanding
(3)
speech recognition
(3)
continual learning
(3)
speech enhancement
(3)
class-incremental learning
(3)
automatic speech recognition
(3)
catastrophic forgetting
(2)
low-resource language
(2)
learning to rank
(1)
parameter-efficient transfer learning
(1)
multi-task learning
(1)
contrastive learning
(1)
speech classification
(1)
deep neural network
(1)
learning rate
(1)
noise robustness
(1)
model pruning
(1)
representation learning
(1)
model compression
(1)
Papers
An Effective Training Framework for Light-Weight Automatic Speech Recognition Models
Interspeech 2025
Automatic detection of speech sound disorders in German-speaking children: augmenting the data with typically developed speech
Interspeech 2025
Granary: Speech Recognition and Translation Dataset in 25 European Languages
Interspeech 2025
Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach
Interspeech 2025
Speech LLMs in Low-Resource Scenarios: Data Volume Requirements and the Impact of Pretraining on High-Resource Languages
Interspeech 2025
The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence
ACL 2025
Continual Contrastive Spoken Language Understanding
ACL 2024
Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters
Interspeech 2024
MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages
EMNLP 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
Enhancing Embeddings for Speech Classification in Noisy Conditions
Interspeech 2022
Learning to Rank Microphones for Distant Speech Recognition
Interspeech 2021
Neural Network Distillation on IoT Platforms for Sound Event Detection
Interspeech 2019
Optimizing DNN Adaptation for Recognition of Enhanced Speech
Interspeech 2017
A Phase-Based Time-Frequency Masking for Multi-Channel Speech Enhancement in Domestic Environments
Interspeech 2016