Roland Maas
12 papers · 2016–2022 · 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 π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20) 𧬠Topic Evolution
ποΈ
Keyword Collector
(60)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Speech & Audio
(11)
Recognition
(11)
Machine Learning
(9)
Core Methods
(6)
Deep Learning
(5)
Analysis
(3)
Application Areas
(3)
Architectures
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(2)
Artificial Intelligence
(1)
Core AI
(1)
Optimization & Theory Β· Machine Learning
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
automatic speech recognition
(6)
speech recognition
(4)
far-field speech
(2)
anchor word
(2)
utterance classification
(2)
long short-term memory
(2)
end-to-end speech recognition
(2)
acoustic embedding
(2)
self-supervised learning
(1)
embedding learning
(1)
continual learning
(1)
keyword spotting
(1)
vector quantization
(1)
speech detection
(1)
speech processing
(1)
confidence scoring
(1)
domain adaptation
(1)
recurrent neural network
(1)
data augmentation
(1)
noise robustness
(1)
Papers
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation
Interspeech 2022
RefTextLAS: Reference Text Biased Listen, Attend, and Spell Model For Accurate Reading Evaluation
Interspeech 2022
SynthASR: Unlocking Synthetic Data for Speech Recognition
Interspeech 2021
wav2vec-C: A Self-Supervised Model for Speech Representation Learning
Interspeech 2021
DiPCo β Dinner Party Corpus
Interspeech 2020
Efficient Minimum Word Error Rate Training of RNN-Transducer for End-to-End Speech Recognition
Interspeech 2020
A Study for Improving Device-Directed Speech Detection Toward Frictionless Human-Machine Interaction
Interspeech 2019
Improving ASR Confidence Scores for Alexa Using Acoustic and Hypothesis Embeddings
Interspeech 2019
Device-directed Utterance Detection
Interspeech 2018
Domain-Specific Utterance End-Point Detection for Speech Recognition
Interspeech 2017
Robust Speech Recognition via Anchor Word Representations
Interspeech 2017
Anchored Speech Detection
Interspeech 2016