Leveraging Multilingual Transfer for Unsupervised Semantic Acoustic Word Embeddings.
Christiaan JacobsHerman KamperPublished in: IEEE Signal Process. Lett. (2024)
Keyphrases
- lexical semantics
- word similarity
- word pairs
- language specific
- co occurrence
- semantic knowledge
- semantic similarity
- speech recognition systems
- language independent
- cross language
- natural language text
- n gram
- semantic web
- semantic information
- word sense
- supervised learning
- natural language
- bilingual dictionaries
- linguistic information
- machine learning
- dependency relations
- unsupervised learning
- digital libraries
- syntactic categories
- sentence similarity
- pointwise mutual information
- cross language information retrieval
- parallel corpus
- concept space
- cross lingual
- word sense disambiguation
- semantic network
- transfer learning
- dimensionality reduction
- high dimensional
- feature selection