When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection.
Xiangyu ZhangHexin LiuKaishuai XuQiquan ZhangDaijiao LiuBeena AhmedJulien EppsPublished in: CoRR (2024)
Keyphrases
- language model
- speech recognition
- speech recognition systems
- word error rate
- language modeling
- n gram
- document retrieval
- probabilistic model
- language modelling
- automatic speech recognition
- information retrieval
- query expansion
- spoken term detection
- noisy environments
- retrieval model
- speech signal
- mixture model
- test collection
- statistical language models
- document ranking
- smoothing methods
- speech sounds
- out of vocabulary
- query terms
- translation model
- pseudo relevance feedback
- context sensitive
- document length
- handwriting recognition
- multi modal
- ad hoc information retrieval
- audio visual
- language models for information retrieval
- language model for information retrieval