Jasha Droppo
15 papers · 2016–2023 · 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 (28) 𧬠Topic Evolution
ποΈ
Keyword Collector
(68)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Conference Pioneer
Venues
Top co-authors
Research topics
Speech & Audio
(13)
Recognition
(11)
Machine Learning
(10)
Deep Learning
(8)
Application Areas
(6)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(4)
Architectures
(3)
Core Methods
(3)
Models
(2)
Optimization & Theory
(2)
Synthesis
(2)
Artificial Intelligence
(1)
Analysis
(1)
Core AI
(1)
Keywords
automatic speech recognition
(5)
speech recognition
(4)
word error rate
(3)
attention mechanism
(2)
speaker recognition
(2)
self-supervised learning
(2)
end-to-end speech recognition
(2)
representation learning
(2)
model scaling
(2)
data augmentation
(2)
neural network optimization
(1)
speech transcription
(1)
continual learning
(1)
speaker embedding
(1)
non-native speech
(1)
acoustic model
(1)
metric learning
(1)
phoneme classification
(1)
vector quantization
(1)
speaker verification
(1)
Papers
Diffusion-based accent modelling in speech synthesis
Interspeech 2023
Adversarial Reweighting for Speaker Verification Fairness
Interspeech 2022
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation
Interspeech 2022
CoDERT: Distilling Encoder Representations with Co-Learning for Transducer-Based Speech Recognition
Interspeech 2021
Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention
Interspeech 2021
Evaluating the Vulnerability of End-to-End Automatic Speech Recognition Models to Membership Inference Attacks
Interspeech 2021
Improving Multi-Speaker TTS Prosody Variance with a Residual Encoder and Normalizing Flows
Interspeech 2021
Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End
Interspeech 2021
Scaling Effect of Self-Supervised Speech Models
Interspeech 2021
Scaling Laws for Acoustic Models
Interspeech 2021
SynthASR: Unlocking Synthetic Data for Speech Recognition
Interspeech 2021
wav2vec-C: A Self-Supervised Model for Speech Representation Learning
Interspeech 2021
Efficient Minimum Word Error Rate Training of RNN-Transducer for End-to-End Speech Recognition
Interspeech 2020
Comparing Human and Machine Errors in Conversational Speech Transcription
Interspeech 2017
Deep Convolutional Neural Networks with Layer-Wise Context Expansion and Attention
Interspeech 2016