Magdalena Fuentes
Assistant Professor, Faculty Fellow
Works on machine listening and music information retrieval, including sound event detection for urban acoustic monitoring.
Magdalena Fuentes's lab at NYU works on music, audio & sound, recognition, detection & segmentation and recommendation, search & web. 19 papers since 2023, 9 at top venues, mostly ICASSP and Interspeech. Applications close .
At a glance
- papers, 2023–2026
- 5/ year
- at T1 venues
- 47%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 1 papers2026 · T1 0 · collecting
- 8 papers2025 · T1 4
- 4 papers2024 · T1 1
- 6 papers2023 · T1 4
T1 venuesOtherVenues: ICASSP, Interspeech, CHI
Research focuspaper titles that use each topic's words
- Music, audio & sound14 papers
- Recognition, detection & segmentation0 papers
- Recommendation, search & web0 papers
- urban0 papers
- event detection0 papers
Paper list
From DBLP.
20261 paper
- Trans. Int. Soc. Music. Inf. Retr.The Vocal Eras Tour: Microtiming Trends Across Decades and Genres (opens in a new tab)
20258 papers
- Frontiers Comput. Sci."Choices? That's the dream": challenges and opportunities in non-speech information closed-captioning (opens in a new tab)
- ICASSP (T1)A Critical Assessment of Visual Sound Source Localization Models Including Negative Audio (opens in a new tab)
- WASPAABalancing Information Preservation and Disentanglement in Self-Supervised Music Representation Learning (opens in a new tab)
- ISMIRDo Music Source Separation Models Preserve Spatial Information in Binaural Audio? (opens in a new tab)
- Interspeech (T1)Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound Classification (opens in a new tab)
- WASPAAPost-Training Quantization for Audio Diffusion Transformers (opens in a new tab)
- ICASSP (T1)SONIQUE: Video Background Music Generation Using Unpaired Audio-Visual Data (opens in a new tab)
- ICASSP (T1)Twenty-Five Years of MIR Research: Achievements, Practices, Evaluations, and Future Challenges (opens in a new tab)
20244 papers
- ISMIRInvestigating Time-Line-Based Music Traditions With Field Recordings: A Case Study of Candomblé Bell Patterns (opens in a new tab)
- Trans. Int. Soc. Music. Inf. Retr.Selective Annotation of Few Data for Beat Tracking of Latin American Music Using Rhythmic Features (opens in a new tab)
- J. Open Source Softw.Soundata: Reproducible use of audio datasets (opens in a new tab)
- CHI (T1)Unspoken Sound: Identifying Trends in Non-Speech Audio Captioning on YouTube (opens in a new tab)
20236 papers
- Interspeech (T1)A multimodal prototypical approach for unsupervised sound classification (opens in a new tab)
- WASPAABridging High-Quality Audio and Video Via Language for Sound Effects Retrieval from Visual Queries (opens in a new tab)
- ICASSP (T1)Does a Quieter City Mean Fewer Complaints? The Sounds of New York City During Covid-19 Lockdown (opens in a new tab)
- ICASSP (T1)Flowgrad: Using Motion for Visual Sound Source Localization (opens in a new tab)
- WASPAASound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions (opens in a new tab)
- ICASSP (T1)Tempo vs. Pitch: Understanding Self-Supervised Tempo Estimation (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to NYUFall 2027
Computer Science PhD (Courant / Tandon)
- Round
- Single round (December)
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Data
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- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
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- DBLP
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