Alessio Brutti
11 papers · 2016–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (9)
🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(9)
🧭
Keyword Pioneer
🧬
Topic Evolution
🗃️
Keyword Collector
(51)
💎
Century Club
(11)
🔥
Unstoppable
(5)
🚀
Conference Pioneer
Conferences
INTERSPEECH (8)
ACL (2)
EMNLP (1)
Top co-authors
Keywords
speech enhancement
(3)
spoken language understanding
(3)
knowledge distillation
(3)
continual learning
(3)
class-incremental learning
(3)
catastrophic forgetting
(2)
noise robustness
(1)
learning to rank
(1)
speech recognition
(1)
learning rate warmup
(1)
parameter-efficient transfer learning
(1)
speech classification
(1)
model convergence
(1)
learning rate
(1)
pre-trained model
(1)
deep neural network
(1)
automatic speech recognition
(1)
mixture of expert
(1)
contrastive learning
(1)
model compression
(1)
Papers
The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence
ACL 2025
MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages
EMNLP 2024
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
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