pl. Uniwersytecki
Zainteresowania
- deep learning
- speech recognition
- machine learning
- learning systems
- signal processing
- artificial intelligence
- self supervised learning
- contrastive predictive coding
- k means
- dialogue systems
Najnowsze publikacje
- Efficient transformers with dynamic token pooling
- Variable-rate hierarchical CPC leads to acoustic unit discovery in speech
- Robust training of vector quantized bottleneck models
- Aligned contrastive predictive coding
- Information retrieval for ZeroSpeech 2021: the submission by University of Wroclaw
- Lattice generation in attention-based speech recognition models
- A convolutional deep Markov model for unsupervised speech representation learning
- Towards using context-dependent symbols in CTC without state-tying decision trees
- Identification of miRNA biomarkers for diverse cancer types using statistical learning methods at the whole-genome scale
- Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and words
- A Talker Ensemble: The University of Wroclaw’s entry to the NIPS 2017 Conversational Intelligence Challenge
- Efficient purely convolutional text encoding
- Multipoint neighbor embedding
