Keywords:
- Age prediction
- Alzheimer's disease
- Author profiling
- automatic speech recognition (ASR)
- Bag OF Words
- BERT
- bias
- bias aware
- Computational linguistics
- Contextual Adaptation
- Contextual Entrepreneurship
- Cross-modal Alignment
- Cross-modal Attentio
- Cross-modal Attention
- Data Selection
- deep learning
- deep learning models
- depression detection
- Domain Classification
- Early Risk Detection
- Etrepreneurial Challenges
- explainability
- F1 score
- fact checking
- factual reporting
- finite-state transducers
- Gender prediction
- GPU decoding
- Graph Convolutional Networks
- Graph Neural Networks
- health care
- Human-Computer Interaction
- Industry Context
- information verification
- Intelligent Systems
- Intent Classification
- Inter-pretable Models
- Interpretability
- Interpretable Models
- knowledge distillation
- Language Production
- Large Language Models
- limited training data
- Location prediction
- low-resource domains
- machine learning
- media bias
- Medical Sector
- Mental Health
- Mental Lexicon
- Mexican Tourist Text
- Multi-modal Approach
- multimodal analysis
- Multimodal classification
- multitask learning
- multitask training
- Nahuatl and Spanish utterances
- named entity recognition
- natural language porcessing
- Natural language processing
- Natural Language Understanding
- news media
- node weighted graphs
- Occupation prediction
- online speech recognition
- Operant Motive Test
- pseudo-labelling
- Psycholinguistics
- Raw Speech
- real-time speech recognition
- Recommendation System
- reinforcement learning
- reliability estimation
- resources and evaluation
- Sentiment Analysis
- Service Robots
- Sexual predators identification
- shallow fusion
- slot filling
- social media analysis
- Speaker change detection
- speaker turn detection
- speech recognition
- Spoken Language Understanding
- streaming transducer
- Supervised Autoencoders
- Text classification
- Text Information Organization Schemes
- Text Mining
- Text Representation
- topic modeling
- transformers
- whisper
- Word Consensus Networks
- Word-Confusion-Networks
- XLSR-Transducer
- Zipformer
Publications of Esaú Villatoro-Tello sorted by journal and type
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Publications of type Idiap-RR
2024
| Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper, , , , , , , , and , Idiap-RR-10-2024 |
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| Sentiment Analysis using pretrained LLMs, , and , Idiap-RR-05-2024 |
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| TokenVerse: Unifying Speech and NLP Tasks via Transducer-based ASR, , , , , , , , and , Idiap-RR-07-2024 |
[URL] |
| XLSR-Transducer: Streaming ASR for Self-Supervised Pretrained Models, , , , , , , and , Idiap-RR-08-2024 |
[URL] |
2023
| Implementing contextual biasing in GPU decoder for online ASR, , , , , , and , Idiap-RR-02-2023 |
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| Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews, , , and , Idiap-RR-03-2023 |
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2022
| Applying Attention Based Models for Detecting Cognitive Processes and Mental Health Conditions, , , and , Idiap-RR-01-2022 |
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| Expanded Lattice Embeddings for Spoken Document Retrieval on Informal Meetings, , , , and , Idiap-RR-06-2022 |
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| IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach, , , , , , and , Idiap-RR-13-2022 |
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| IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model, , , , , , and , Idiap-RR-12-2022 |
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2021
| Approximating the Mental Lexicon from Clinical Interviews as a Support Tool for Depression Detection, , , , and , Idiap-RR-19-2021 |
| BertOdia: BERT pre-training for low resource Odia language, , , , , and , Idiap-RR-16-2021 |
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| Broadcast Media Content Categorization Using Low-Resolution Concepts, , , , and , Idiap-RR-06-2021 |
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| CHALLENGES IN BROADCAST MEDIA CONTENT CATEGORIZATION, , and , Idiap-RR-02-2021 |
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| Late Fusion of the Available Lexicon and Raw Waveform-based Acoustic Modeling for Depression and Dementia Recognition, , , , , and , Idiap-RR-09-2021 |
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| Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution), , , , , , , , and , Idiap-RR-07-2021 |
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2020
| Idiap Submission to Swiss-German Language Detection Shared Task, , , , and , Idiap-RR-11-2020 |
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Cognitive Computation
| Applying Attention-Based Models for Detecting Cognitive Processes and Mental Health Conditions, , , and , in: Cognitive Computation:18, 2021 |
[DOI] [URL] |
Cognitive Systems Research
| A lexical-availability-based framework from short communications for automatic personality identification, , , , and , in: Cognitive Systems Research, 79:126-137, 2023 |
[DOI] [URL] |
In Journal of Computación y Sistemas (CyS)
| Author Profiling in Social Media with Multimodal Information., , , and , in: In Journal of Computacion y Sistemas (CyS), 24(3), 2020 |
[URL] |
Journal of Research in Computing Science
| Analysis of Vector Representations in Maintenance Logs in the Industry: Towards an Information Retrieval System, , , and , in: Journal of Research in Computing Science, 2021 |
| Topic analysis and tracking from Mexico's President daily press briefing, , and , in: Journal of Research in Computing Science, 2021 |
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Mathematics
| Natural Language Understanding for Navigation of Service Robots in Low-Resource Domains and Languages: Scenarios in Spanish and Nahuatl, , , , and , in: Mathematics, 12(8), 2024 |
[DOI] [URL] |
The Prague Bulletin of Mathematical Linguistics
| Inferring Highly-dense Representations for Clustering Broadcast Media Content, , , and , in: The Prague Bulletin of Mathematical Linguistics, 2020 |
[URL] |
Publications of type Book
2023
| Intelligent Technologies: Concepts, Applications, and Future Directions, Volume 2, and , Springer, volume 1098, 2023 |
[DOI] |
2022
| Natural Language Processing in Healthcare, , , , and , Taylor & Francis Groups, 2022 |
[DOI] [URL] |
Intelligent Technologies: Concepts, Applications, and Future Directions. Studies in Computational Intelligence (2022)
| Classifying the Social Media Author Profile Through a Multimodal Representation, , , and , in: Intelligent Technologies: Concepts, Applications, and Future Directions. Studies in Computational Intelligence, Springer, 2022 |
[DOI] [URL] |
| 1 | 2 |