Ian McLoughlin
32 papers · 2016–2025 · 1 venue · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (47) π Interdisciplinary Bridge Β· Bronze π Conference Loyalist (32)
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Keyword Champion
(6)
π§
Keyword Pioneer
π€
Dynamic Duo
(22)
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Trend Setter
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Century Club Β· Bronze
π₯
Unstoppable Β· Silver
β‘
Prolific Year Β· Productive
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Conference Pioneer
ποΈ
Keyword Collector
(125)
Venues
Top co-authors
Research topics
Machine Learning
(22)
Deep Learning
(16)
Speech & Audio
(16)
Core Methods
(14)
Architectures
(12)
Learning Types Β· Machine Learning
(11)
Recognition
(10)
Artificial Intelligence
(7)
Application Areas
(6)
Core AI
(6)
Analysis
(5)
Learning Types Β· Deep Learning
(4)
Optimization & Theory
(4)
Techniques
(3)
Computer Vision
(2)
Keywords
convolutional neural network
(9)
speaker verification
(7)
sound event detection
(6)
embedding learning
(4)
semi-supervised learning
(4)
language identification
(3)
domain adaptation
(3)
anomalous sound detection
(3)
speech recognition
(3)
attention pooling
(3)
prototype learning
(2)
deep neural network
(2)
convolutional recurrent neural network
(2)
speaker embedding
(2)
representation learning
(2)
attention mechanism
(2)
self-supervised learning
(2)
transfer learning
(2)
automatic speech recognition
(2)
audio classification
(2)
Papers
A Domain Robust Pre-Training Method with Local Prototypes for Speaker Verification
Interspeech 2025
An Effective Anomalous Sound Detection Method Based on Global and Local Attribute Mining
Interspeech 2025
Automated evaluation of children's speech fluency for low-resource languages
Interspeech 2025
Finetune Large Pre-Trained Model Based on Frequency-Wise Multi-Query Attention Pooling for Anomalous Sound Detection
Interspeech 2025
LSPnet: an ultra-low bitrate hybrid neural codec
Interspeech 2025
An Effective Local Prototypical Mapping Network for Speech Emotion Recognition
Interspeech 2024
DB-PMAE: Dual-Branch Prototypical Masked AutoEncoder with locality for domain robust speaker verification
Interspeech 2024
MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection
Interspeech 2024
Fine-tuning Audio Spectrogram Transformer with Task-aware Adapters for Sound Event Detection
Interspeech 2023
Robust Prototype Learning for Anomalous Sound Detection
Interspeech 2023
Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification
Interspeech 2022
Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition
Interspeech 2022
An Effective Mutual Mean Teaching Based Domain Adaptation Method for Sound Event Detection
Interspeech 2021
A Weight Moving Average Based Alternate Decoupled Learning Algorithm for Long-Tailed Language Identification
Interspeech 2021
Extremely Low Footprint End-to-End ASR System for Smart Device
Interspeech 2021
An Effective Perturbation Based Semi-Supervised Learning Method for Sound Event Detection
Interspeech 2020
An Effective Speaker Recognition Method Based on Joint Identification and Verification Supervisions
Interspeech 2020
Automatic Assessment of Dysarthric Severity Level Using Audio-Video Cross-Modal Approach in Deep Learning
Interspeech 2020
SAN-M: Memory Equipped Self-Attention for End-to-End Speech Recognition
Interspeech 2020
Semi-Supervised End-to-End ASR via Teacher-Student Learning with Conditional Posterior Distribution
Interspeech 2020
An Effective Deep Embedding Learning Architecture for Speaker Verification
Interspeech 2019
A New Time-Frequency Attention Mechanism for TDNN and CNN-LSTM-TDNN, with Application to Language Identification
Interspeech 2019
A Robust Framework for Acoustic Scene Classification
Interspeech 2019
GFM-Voc: A Real-Time Voice Quality Modification System
Interspeech 2019
Improving Aggregation and Loss Function for Better Embedding Learning in End-to-End Speaker Verification System
Interspeech 2019
Spatio-Temporal Attention Pooling for Audio Scene Classification
Interspeech 2019
Acoustic Modeling with Densely Connected Residual Network for Multichannel Speech Recognition
Interspeech 2018
An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition
Interspeech 2018
An Improved Deep Embedding Learning Method for Short Duration Speaker Verification
Interspeech 2018
Early Detection of Continuous and Partial Audio Events Using CNN
Interspeech 2018
End-to-End Language Identification Using High-Order Utterance Representation with Bilinear Pooling
Interspeech 2017
Robust Sound Event Detection in Continuous Audio Environments
Interspeech 2016