Keywords:
- Automatic Depression Detection
- bias word error rate
- Clinical Interviews
- contact-center speech
- contextual ASR
- Depression Corpora
- depression detection
- digital mental health
- domain adaptation
- entity-aware evaluation
- Graph Convolutional Network (GCN)
- Graph Convolutional Networks
- Graph Neural Networks
- Interpretability
- Interpretable Models
- LLM-based ASR
- low-resource
- speech recognition
- spoken dialogue systems
- topic modelling
Publications of Hasindri Sankalpana Watawana sorted by journal and type
IEEE Spoken Language Technology 2026 (2026)
| Abstract Compression of Conversational Audio Context for LLM-based ASR, , , , , , , , , and , in: IEEE Spoken Language Technology 2026, 2026 |
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INTERSPEECH 2026 (2026)
| Closing the Speech-Text Gap with Limited Audio for Effective Domain Adaptation in LLM-Based ASR, , , , , , , , , , , and , in: INTERSPEECH 2026, 2026 |
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| Context Projector: Complementary Keyword and Dialogue Context Embeddings for LLM-based ASR, , , , , , , , , , and , in: INTERSPEECH 2026, 2026 |
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Text, Speech, and Dialogue. TSD 2026. Lecture Notes in Computer Science (2026)
| Modelling Thematic Structure in Clinical Dialogues for Interpretable Depression Detection, , , , , , and , in: Text, Speech, and Dialogue. TSD 2026. Lecture Notes in Computer Science, 2026 |
[DOI] [URL] |
LREC 2026 (2026)
| When Consistency Becomes Bias: Interviewer Effects in Semi-Structured Clinical Interviews, , , , , , and , in: LREC 2026, Palma de Mallorca, Spain, ELRA Language Resource Association, 2026 |
[DOI] [URL] |
IEEE Spoken Language Technology 2026 (2026)
| When Synthetic Speech Is All You Have: Better Call GRPO, , , , , , , and , in: IEEE Spoken Language Technology 2026, 2026 |
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