Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping.
Jenthe ThienpondtKris DemuynckPublished in: INTERSPEECH (2022)
Keyphrases
- transfer learning
- noisy environments
- automatic speech recognition
- target domain
- speech recognition
- knowledge transfer
- learning tasks
- noise reduction
- domain adaptation
- labeled data
- reinforcement learning
- semi supervised learning
- cross domain
- hearing impaired
- machine learning
- collaborative filtering
- transfer knowledge
- source domain
- spontaneous speech
- previously learned
- active learning
- multi task
- multi task learning
- speech signal
- manifold alignment
- text categorization
- text classification
- prior knowledge
- pattern recognition
- similarity measure