Bjorn Hoffmeister
13 papers · 2016–2024 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(2)
π§¬
Topic Evolution
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Trend Setter
π₯
Unstoppable Β· Bronze
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Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(69)
Venues
Top co-authors
Research topics
Machine Learning
(9)
Speech & Audio
(9)
Recognition
(8)
Core Methods
(7)
Natural Language Processing
(4)
Deep Learning
(3)
Analysis
(3)
Learning Types Β· Machine Learning
(3)
Artificial Intelligence
(2)
Applications
(2)
Architectures
(2)
Core AI
(2)
Generation
(2)
Application Areas
(1)
Learning Types Β· Deep Learning
(1)
Keywords
automatic speech recognition
(4)
domain adaptation
(2)
utterance classification
(2)
anchor word
(2)
keyword spotting
(2)
transfer learning
(2)
acoustic embedding
(2)
far-field speech
(2)
long short-term memory
(2)
speech recognition
(2)
embedding learning
(2)
spoken language understanding
(1)
intent classification
(1)
natural language understanding
(1)
context-aware
(1)
machine translation
(1)
speech processing
(1)
text classification
(1)
noise robustness
(1)
speech detection
(1)
Papers
An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems
ICML 2024
Low-Resource Adaptation of Open-Domain Generative Chatbots
ACL 2022
DiPCo β Dinner Party Corpus
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
Neural Text Normalization with Subword Units
NAACL 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
Zero-Shot Learning Across Heterogeneous Overlapping Domains
Interspeech 2017
Anchored Speech Detection
Interspeech 2016
LatticeRnn: Recurrent Neural Networks Over Lattices
Interspeech 2016
Multi-Task Learning and Weighted Cross-Entropy for DNN-Based Keyword Spotting
Interspeech 2016