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Elena Georgieva - Adjunct Professor in Brooklyn, NY

Elena Georgieva

Mid-level Audio Research Scientist specializing in perceptual audio and ML

New York UniversityNYUBrooklyn, NY8 Years ExperienceMid LevelWorks Remote

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About

Research-oriented candidate with internship experience at Apple and multiple audio/ML projects spanning speech processing evaluation, listener studies, CLAP-based audio workflows, and music prediction. They stand out for combining experimental design, statistical analysis, and applied machine learning in ambiguous research settings, including building a new onset-detection dataset and presenting VoiceFX work at workshops.

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Key Strengths

  • audio and speech ML research
  • experimental design for listener studies
  • statistical analysis in Python
  • comparative model evaluation
  • dataset creation under ambiguity
  • research iteration and persistence
  • applied ML with 75% accuracy on hit-song prediction
  • experience presenting work at workshops

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Experience

Adjunct ProfessorNew York University · Jan 2024 – Jan 2026part-time
Acoustics User Studies InternshipApple · Jun 2022 – Aug 2022internship
Data Engineering InternshipUniversal Audio · Jun 2018 – Aug 2018internship
Live sound engineerThe Bell House · Jan 2018 – Presentpart-time
LecturerStanford University · Jan 2019 – Jan 2020
Instructor: Stanford CCRMA Summer Workshop: Deep Learning for Music Information Retrieval I & IIStanford University · Jan 2021 – Jan 2021contract
Organizer, Volunteer, WiMIR RepresentativeISMIR Conference
Organizer: BISH Bash (Bay Area Innovative Signal Hackers)BISH Bash
Master’s Thesis ReaderNew York University
Music Tech. InstructorStreetcode Academy

Education

NYUdoctorate, Music Technology (2025)
Stanford Universitymaster, Music, Science, and Technology (2019)
UCLAbachelor, Cognitive Science (2017)

Awards

  • NYU Steinhardt Doctoral Fellowship Recipient
  • NYU Digital Humanities Fellowship Recipient
  • Workshop on Audio Signal Processing and Applications (WASPAA) Diversity & Inclusion Grant Recipient
  • We Are Moving The Needle Scholarship Recipient
  • WiMIR Travel Grant Recipient (ISMIR Conference)
  • Stanford Arts Institute Fellowship Recipient
  • Nominated for 4 awards by the Contemporary A Cappella Society

Languages

EnglishBulgarian

Publications

6 publications

Audio researchPerceptual audio evaluationMusic information retrievalSpeech and singing analysisAudio machine learningAudio quality improvementVocal trends over timeEEG and auditory feedbackInstrument designHit prediction using Spotify data

Memberships

  • Recording Academy (Voting Member)
  • Audio Engineering Society
  • Barbershop Harmony Society

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Elena GeorgievaMid-level Audio Research Scientist specializing in perceptual audio and ML