Distributed Computing
ETH Zurich

Luca Lanzendörfer

Luca Lanzendörfer

Distributed Computing Group
Computer Engineering and Networks Laboratory (TIK)
Department Electrical Engineering (D-ITET)
Office ETZ G 93
ETH Zurich

Gloriastrasse 35
8092 Zurich
Switzerland

email

Publications

Theses & Labs

Available Theses & Labs

TitleTypeContact/SupervisorAssigned
Exceptional Students for ML in Audio/MusicB/M/SLuca Lanzendörfer,
Florian Grötschla
available

Current Theses & Labs

TitleTypeContact/SupervisorAssignedStudent(s)
Data AttributionBLuca Lanzendörfer,
Frédéric Berdoz
FS 25
Fake Singing Voice DetectionMLuca Lanzendörfer,
Florian Grötschla
FS 25
ML for FashionMLuca Lanzendörfer,
Till Aczel
FS 25
Reasoning Benchmark for LLMsBBenjamin Estermann,
Luca Lanzendörfer
FS 25
Scalar Quantization for Audio CompressionSTill Aczel,
Luca Lanzendörfer
FS 25
Video-to-Audio GenerationMLuca Lanzendörfer,
Florian Grötschla
FS 25
Audio EditingMLuca Lanzendörfer,
Florian Grötschla
HS 24
Audio WatermarkingMLuca Lanzendörfer,
Florian Grötschla
HS 24
Neural Networks for EEG Data: Compression and Reconstruction ValidationSArd Kastrati,
Luca Lanzendörfer
HS 24
Order Book Reconstruction, Analysis, and VisualizationMLuca LanzendörferHS 24
Text-to-MelBLuca Lanzendörfer,
Florian Grötschla
HS 24
Transfer Learning for Graph Recommendation SystemsBFlorian Grötschla,
Luca Lanzendörfer
HS 24

Past Theses & Labs

TitleTypeContact/SupervisorAssignedStudent(s)
Leveraging Pre-Trained LMs for Rapid and Accurate Structure Elucidation from 2D NMR Data [confidential]SLuca Lanzendörfer,
Florian Grötschla
HS 24
Symbolic Music Generation with Autoregressive Graph Autoencoder [confidential]SFlorian Grötschla,
Luca Lanzendörfer
HS 24
CLLAP: Contrastive Language-Lyrics-Audio Pretraining [confidential]MLuca Lanzendörfer,
Florian Grötschla
FS 24
Conditional Generation of WavetablesBLuca Lanzendörfer,
Florian Grötschla
FS 24
Deep Learning-Based Compression of EEG Data Using Neural Codecs [confidential]SArd Kastrati,
Luca Lanzendörfer
FS 24
Benchmarking Music Generation Models and Metrics via Human Preference Studies [confidential]SLuca Lanzendörfer,
Florian Grötschla
FS 24
CLAP Embeddings for Artist Similarity with Graph Neural Networks [confidential]GFlorian Grötschla,
Luca Lanzendörfer
FS 24
Contrastive Lyrics Alignment with a Timestamp-Informed Loss [confidential]SLuca Lanzendörfer,
Florian Grötschla
FS 24
Lyrics to Vocals Generation [confidential]MLuca Lanzendörfer,
Florian Grötschla
FS 24
High-Fidelity Music Vocoder Using Neural Audio Codecs [confidential]SLuca Lanzendörfer,
Florian Grötschla
FS 24
FunctaFormer: Domain Agnostic Super Resolution [confidential]MLuca Lanzendörfer,
Benjamin Estermann
FS 24
Open-LLark: Open-Sourcing And Extending LLark [confidential]BLuca Lanzendörfer,
Florian Grötschla
FS 24
Text-to-Speech Arena [confidential]SLuca Lanzendörfer,
Florian Grötschla
FS 24
AEye: A Visualization Tool for Image Datasets [confidential]GFlorian Grötschla,
Luca Lanzendörfer
HS 23
Generative Musical Source Separation Based on Neural Audio Codecs [confidential]SLuca Lanzendörfer,
Florian Grötschla
HS 23
Audio Data Visualization Using Text-Audio Embeddings [confidential]BLuca Lanzendörfer,
Florian Grötschla
HS 23
WikiGame: Graph-Exploration, Fun includedGLuca LanzendörferHS 23,
,
,
Cue and Mix-Point Estimation for Automated DJ Systems [confidential]MLuca LanzendörferHS 23
Bridging Image and Audio Compression: A Spectrogram-based Neural ApproachMLuca LanzendörferHS 23
Machine Unlearning ChallengeSLuca Lanzendörfer,
Benjamin Estermann
HS 23
Evaluating Generative Models on Musical Mel Spectrogram Inversion [confidential]GLuca LanzendörferHS 23
Adding Music Modality to LLMs by Leveraging Contrastive Pretraining [confidential]BLuca LanzendörferHS 23
Coarse-to-Fine Unsupervised Text-to-Music Latent Diffusion [confidential]MLuca LanzendörferHS 23
Distributed Reinforcement Learning for Autonomous Driving in TrackMania [confidential]GBenjamin Estermann,
Luca Lanzendörfer
HS 23
DISCO-10M Creation and Data Exploration [confidential]SLuca Lanzendörfer,
Florian Grötschla
FS 23
Federated Reinforcement Learning with Heterogeneous Environments [confidential]SXiaofeng Flint Fan,
Luca Lanzendörfer
FS 23
SUBER: An RL Environment with Simulated Human Behavior for Recommender Systems [confidential]GXiaofeng Flint Fan,
Luca Lanzendörfer
FS 23,
Mel Spectrogram Inversion [confidential]BLuca LanzendörferFS 23
Reinforcement Learning Benchmark for Logic Puzzles [confidential]MLuca Lanzendörfer,
Benjamin Estermann
FS 23
Distributed Setup for Trackmania Reinforcement LearningGLuca Lanzendörfer,
Benjamin Estermann
FS 23
Wikipedia WalkerBLuca Lanzendörfer,
Judith Beestermöller
FS 23