Digital face manipulation has applications in many domains including the film industry. For example, a stuntman can be recorded while performing in action scenes and afterwards the face of the movie star can be realistically transferred to that footage to trick the viewer into thinking that he was watching the actor the whole time. In previous decades, it required hours of post-editing, but now thanks to advances in computer vision it can be applied with a single click.
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Image classification pressures in language emergence
MSc ProjectIn recent years, large language models have achieved remarkable results on various natural language tasks. However, interactive user-facing products, such as chatbots and voice assistants, tend to make obvious mistakes and as a result lead to frustrating customer experience. What if we teach neural networks to communicate the same way we teach people?
Can OpenAI’s Whisper understand Polish?
UncategorizedYesterday OpenAI published a new paper about multilingual speech recognition and, to everyone’s surprise, they also publicly released the model. Thanks to a mix of curiosity and procrastination, I tried it out in Polish on various domains such as slang, politics and medical text books.
What impacts pretrained multilingual language models in zero-shot learning?
BSc ProjectThis blog post shortly describes my bachelor thesis "Analysing The Impact Of Linguistic Features On Cross-Lingual Transfer".
Finetuning BERT for sarcasm classification
BSc ProjectSarcasm detection with early pretrained language model (BERT) for "Natural Language Processing" course.