Marija Stepanović Email & Phone Number

Copenhagen, Capital Region Of Denmark, Denmark

Copenhagen, Denmark

Copenhagen, Denmark

PhD Student in Computer Science working on Automatic Speech Recognition (ASR) for low- and zero-resource languages, with a special focus on developing machine learning resources and models for Danish, Norwegian, and Swedish ◆ Creation and processing of large multilingual text and audio data sets ◆ Phonetic and acoustic analysis of speech ◆ All kinds of data analysis and visualization ◆ Experiment design, training, and fine-tuning of ASR systems: Transformers, RNNs… Show more PhD Student in Computer Science working on Automatic Speech Recognition (ASR) for low- and zero-resource languages, with a special focus on developing machine learning resources and models for Danish, Norwegian, and Swedish ◆ Creation and processing of large multilingual text and audio data sets ◆ Phonetic and acoustic analysis of speech ◆ All kinds of data analysis and visualization ◆ Experiment design, training, and fine-tuning of ASR systems: Transformers, RNNs, HMM/DNNs ◆ Fine-tuning large pretrained language and speech models for conversational AI tasks: ASR, TTS, machine translation, entity recognition, sentiment analysis ◆ Parameter-efficient fine-tuning with LoRA and qLoRA ◆ Development of complex multi-stage pipelines involving data preparation, model training, fine-tuning, evaluation, and chaining multiple models for inference ◆ Parallelizing model training and inference with multiple GPUs on HPC clusters and supercomputers ◆ Rigorous model evaluation, error analysis, significance testing, interpretation and presentation of results ◆ Dedication to ethical and responsible AI development through avoidance, detection, and minimization of bias in data and models ◆ Supervision of master thesis projects Show less

Copenhagen, Denmark

Two courses from the study program BSc in Data Science:• Second Year Project in NLP and Deep Learning (Spring 2020)• Second Year Project in Data Science (Introduction to Natural Language Processing and Deep Learning) (Spring 2021)

Delft, South Holland, Netherlands

Research stay at TU Delft SpeechLab

Copenhagen, Denmark

Two courses from the study program BSc in Data Science:• First Year Project in Data Science (Spring 2019)• Second Year Project in NLP and Deep Learning (Spring 2019)

Copenhagen, Denmark

One course from the study program BSc in Data Science:• Introduction to Data Science and Programming (Autumn 2018)

One-on-one online classes with students from Japan, all ages and proficiency levels

Professional English-Serbian and Serbian-English translation of various types of texts, including academic, technical, medical, legal, journalistic, and literary texts

Niš, Serbia

Preparation for Cambridge English: Advanced, proficiency level: C1

Phd, Computer Science

Msc, It And Cognition

IT and Cognition is an interdisciplinary program combining cognitive science with data science, machine learning, computer vision.

Ma, English Language And Literature

Thesis: Sound Symbolism in Japanese and English The thesis is a comprehensive comparative analysis of Japanese and English sound-symbolic.

Ba, English Language And Literature

Activities and Societies: Department of English Spelling Bee, Student Newspaper, Debate Team, ESL Teaching