Daniel Garcia-Romero
14 papers · 2015–2024 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (24) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§¬
Topic Evolution
π§
Keyword Pioneer
ποΈ
Keyword Collector
(53)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
Venues
Top co-authors
Research topics
Speech & Audio
(9)
Recognition
(8)
Machine Learning
(7)
Deep Learning
(6)
Core Methods
(6)
Architectures
(5)
Application Areas
(3)
Optimization & Theory
(3)
Analysis Β· Speech & Audio
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Analysis Β· Computer Vision
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Keywords
speaker recognition
(5)
speaker embedding
(3)
deep neural network
(3)
probabilistic linear discriminant analysis
(3)
speaker diarization
(3)
domain adaptation
(2)
speaker verification
(2)
x-vector embedding
(2)
speech separation
(1)
unsupervised pretraining
(1)
variational inference
(1)
language identification
(1)
automatic speech recognition
(1)
variational bayesian
(1)
bayesian inference
(1)
adversarial attack
(1)
model architecture
(1)
prior probability
(1)
multimodal large language model
(1)
speech recognition
(1)
Papers
Revisiting Convolution-free Transformer for Speech Recognition
Interspeech 2024
SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models
ACL 2024
Directed speech separation for automatic speech recognition of long form conversational speech
Interspeech 2022
Speaker Diarization Using Leave-One-Out Gaussian PLDA Clustering of DNN Embeddings
Interspeech 2019
Speaker Recognition Benchmark Using the CHiME-5 Corpus
Interspeech 2019
State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18
Interspeech 2019
x-Vector DNN Refinement with Full-Length Recordings for Speaker Recognition
Interspeech 2019
Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge
Interspeech 2018
Fast Variational Bayes for Heavy-tailed PLDA Applied to i-vectors and x-vectors
Interspeech 2018
Deep Neural Network Embeddings for Text-Independent Speaker Verification
Interspeech 2017
Extended Variability Modeling and Unsupervised Adaptation for PLDA Speaker Recognition
Interspeech 2017
Priors for Speaker Counting and Diarization with AHC
Interspeech 2016
Stacked Long-Term TDNN for Spoken Language Recognition
Interspeech 2016
Topic Identification and Discovery on Text and Speech
EMNLP 2015