Kushal Lakhotia
10 papers · 2021–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (28) π§ Keyword Pioneer
π
Conference Polyglot
(5)
π₯
Mega-Team
(20)
β‘
Prolific Year
(7)
π
Century Club
(10)
β
The Questioner
Conferences
INTERSPEECH (3)
ACL (2)
EMNLP (2)
NAACL (2)
ICLR (1)
Top co-authors
Research topics
Keywords
self-supervised learning
(4)
representation learning
(3)
speech processing
(2)
speech resynthesis
(2)
question answering
(2)
transfer learning
(2)
dense retrieval
(2)
speech recognition
(1)
passage retrieval
(1)
generative model
(1)
disentangled representation
(1)
language model
(1)
out-of-domain generalization
(1)
discrete representation
(1)
speaker identity
(1)
sequence-to-sequence model
(1)
neural vocoder
(1)
lexical matching
(1)
speech representation
(1)
wav2vec 2.0
(1)
Papers
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities
ACL 2022
Text-Free Prosody-Aware Generative Spoken Language Modeling
ACL 2022
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
INTERSPEECH 2022
textless-lib: a Library for Textless Spoken Language Processing
NAACL 2022
Domain-matched Pre-training Tasks for Dense Retrieval
NAACL 2022
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
EMNLP 2022
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction
ICLR 2022
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation
EMNLP 2021
SUPERB: Speech Processing Universal PERformance Benchmark
INTERSPEECH 2021
Speech Resynthesis from Discrete Disentangled Self-Supervised Representations
INTERSPEECH 2021