Keywords:
- Age prediction
- Aho-Corasick algorithm
- Alzheimer's disease
- ASR
- ASR robustness
- Author profiling
- Automatic Depression Detection
- automatic speech recognition (ASR)
- Bag OF Words
- Benchmark
- Benchmarking
- BERT
- BERTopic
- bias
- bias aware
- bias word error rate
- Clinical Interviews
- Computational linguistics
- contact-center speech
- Contextual Adaptation
- contextual ASR
- Contextual Entrepreneurship
- Contextualisation and adaptation of ASR
- conversational agents
- conversational AI
- conversational hallucination
- Cross-modal Alignment
- Cross-modal Attentio
- Cross-modal Attention
- Data Mining
- Data Selection
- dataset
- deep learning
- deep learning models
- Depression Corpora
- depression detection
- dialogue evaluation
- dialogue flow
- dialogue simulation
- digital mental health
- domain adaptation
- Domain Classification
- Dual mode encoder
- Early Risk Detection
- embedding
- entity-aware evaluation
- Etrepreneurial Challenges
- explainability
- F1 score
- fact checking
- factual reporting
- finite-state transducers
- flow-aware metrics
- Foundation Models
- Gender prediction
- GPU decoding
- Graph Convolutional Network (GCN)
- Graph Convolutional Networks
- Graph Neural Networks
- hallucination
- hallucination detection
- health care
- Human-Computer Interaction
- Industry Context
- information verification
- Intelligent Systems
- Intent Classification
- Inter-pretable Models
- Interpretability
- Interpretable Models
- knowledge distillation
- language identification
- Language Production
- Large Language Models
- limited training data
- LLM
- LLM evaluation
- LLM-based ASR
- Location prediction
- low-resource
- 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 processing
- Natural Language Understanding
- news media
- node weighted graphs
- Occupation prediction
- online speech recognition
- Operant Motive Test
- orchestration
- personas
- procedural hallucination
- procedural similarity
- prompt projection
- pseudo-labelling
- Psycholinguistics
- Raw Speech
- real-time ASR
- real-time speech recognition
- Recommendation System
- reinforcement learning
- reliability estimation
- reproducibility
- resources and evaluation
- scenario management
- self-supervised learning
- Sentiment Analysis
- Service Robots
- Sexual predators identification
- shallow fusion
- slot filling
- social media analysis
- Speaker change detection
- speaker turn detection
- speech recognition
- Speech-to-LLM alignment
- speech-to-text alignment
- spoken dialogue systems
- Spoken Language Understanding
- streaming ASR
- streaming transducer
- Supervised Autoencoders
- synthetic dialogue
- task-oriented dialogue
- Text Analysis
- Text classification
- text denoising
- Text fine-tuning
- Text Information Organization Schemes
- Text Mining
- Text Representation
- topic detection
- topic modeling
- topic modelling
- transformer transducer
- transformers
- whisper
- Word Consensus Networks
- Word-Confusion-Networks
- XLSR
- XLSR-Transducer
- Zipformer
Publications of Esaú Villatoro-Tello sorted by journal and type
Proceedings of Interspeech 2021 (2021)
| Late Fusion of the Available Lexicon and Raw Waveform-based Acoustic Modeling for Depression and Dementia Recognition, , , , , and , in: Proceedings of Interspeech 2021, ISCA-International Speech Communication Association 2021, 2021 |
|
Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas (2021)
| Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution), , , , , , , , and , in: Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas, pages 218–223, Association for Computational Linguistics, 2021 |
[DOI] [URL] |
Proceedings of the 17th International Conference on Natural Language Processing (2020)
| BertAA: BERT fine-tuning for Authorship Attribution, , , and , in: Proceedings of the 17th International Conference on Natural Language Processing, 2020 |
|
| Detection of Similar Languages and Dialects Using Deep Supervised Autoencoders, , , , and , in: Proceedings of the 17th International Conference on Natural Language Processing, 2020 |
|
Proceedings of the GermEval 2020 Shared Task on the Classification and Regression of Cognitive and Motivational style from Text (2020)
| Idiap & UAM participation at GermEval 2020: Classification and Regression of Cognitive and Motivational Style from Text, , , , and , in: Proceedings of the GermEval 2020 Shared Task on the Classification and Regression of Cognitive and Motivational style from Text, 2020 |
[URL] |
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020) (2020)
| Idiap and UAM Participation at MEX-A3T Evaluation Campaign, , , , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), pages 6, CEUR Workshop Proceedings, 2020 |
[URL] |
Proceedings of the 5th Swiss Text Analytics Conference (SwissText) & 16th Conference on Natural Language Processing (KONVENS) (2020)
| Idiap Submission to Swiss-German Language Detection Shared Task, , , , and , in: Proceedings of the 5th Swiss Text Analytics Conference (SwissText) & 16th Conference on Natural Language Processing (KONVENS), CEUR Workshop Proceedings, 2020 |
[URL] |