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Publication search results
found 272 matches
- 2024
- Pedro Ramoneda, Dasaem Jeong, Vsevolod Eremenko, Nazif Can Tamer, Marius Miron, Xavier Serra:
Combining piano performance dimensions for score difficulty classification. Expert Syst. Appl. 238(Part B): 121776 (2024) - Benno Weck, Holger Kirchhoff, Peter Grosche, Xavier Serra:
WikiMuTe: A Web-Sourced Dataset of Semantic Descriptions for Music Audio. MMM (5) 2024: 42-56 - Pablo Alonso-Jiménez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martín Rocamora:
Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio. CoRR abs/2402.09318 (2024) - Pedro Ramoneda, Minhee Lee, Dasaem Jeong, Jose J. Valero-Mas, Xavier Serra:
Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset. CoRR abs/2403.03947 (2024) - 2023
- Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra:
Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification. Pattern Recognit. 135: 109190 (2023) - Genís Plaja-Roglans, Thomas Nuttall, Lara Pearson, Xavier Serra, Marius Miron:
Repertoire-Specific Vocal Pitch Data Generation for Improved Melodic Analysis of Carnatic Music. Trans. Int. Soc. Music. Inf. Retr. 6(1): 13-26 (2023) - Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov:
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. ICASSP 2023: 1-5 - Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes:
Flowgrad: Using Motion for Visual Sound Source Localization. ICASSP 2023: 1-5 - Nazif Can Tamer, Yigitcan Özer, Meinard Müller, Xavier Serra:
TAPE: An End-to-End Timbre-Aware Pitch Estimator. ICASSP 2023: 1-5 - Benno Weck, Xavier Serra:
Data Leakage in Cross-Modal Retrieval Training: A Case Study. ICASSP 2023: 1-5 - Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov:
Efficient Supervised Training of Audio Transformers for Music Representation Learning. ISMIR 2023: 824-831 - Miguel Pérez Fernández, Holger Kirchhoff, Xavier Serra:
TriAD: Capturing Harmonics With 3D Convolutions. ISMIR 2023: 29-36 - Alia Morsi, Kana Tatsumi, Akira Maezawa, Takuya Fujishima, Xavier Serra:
Sounds Out of Pläce? Score-Independent Detection of Conspicuous Mistakes in Piano Performances. ISMIR 2023: 352-358 - Genís Plaja-Roglans, Marius Miron, Adithi Shankar, Xavier Serra:
Carnatic Singing Voice Separation Using Cold Diffusion on Training Data With Bleeding. ISMIR 2023: 553-560 - Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong, Xavier Serra:
Predicting Performance Difficulty From Piano Sheet Music Images. ISMIR 2023: 708-715 - Nazif Can Tamer, Yigitcan Özer, Meinard Müller, Xavier Serra:
High-Resolution Violin Transcription Using Weak Labels. ISMIR 2023: 223-230 - Enric Gusó, Joanna Luberadzka, Martí Baig, Umut Sayin Saraç, Xavier Serra:
An Objective Evaluation of Hearing AIDS and DNN-Based Binaural Speech Enhancement in Complex Acoustic Scenes. WASPAA 2023: 1-5 - Benno Weck, Xavier Serra:
Data leakage in cross-modal retrieval training: A case study. CoRR abs/2302.12258 (2023) - Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov:
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. CoRR abs/2304.12257 (2023) - Pedro Ramoneda, Dasaem Jeong, Vsevolod Eremenko, Nazif Can Tamer, Marius Miron, Xavier Serra:
Combining piano performance dimensions for score difficulty classification. CoRR abs/2306.08480 (2023) - Enric Gusó, Joanna Luberadzka, Martí Baig, Umut Sayin Saraç, Xavier Serra:
An objective evaluation of Hearing Aids and DNN-based speech enhancement in complex acoustic scenes. CoRR abs/2307.12888 (2023) - Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong, Xavier Serra:
Predicting performance difficulty from piano sheet music images. CoRR abs/2309.16287 (2023) - Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov:
Efficient Supervised Training of Audio Transformers for Music Representation Learning. CoRR abs/2309.16418 (2023) - Jyoti Narang, Viviana De La Vega, Xavier Lizarraga-Seijas, Oscar Mayor, Hector Parra, Jordi Janer, Xavier Serra:
ChoralSynth: Synthetic Dataset of Choral Singing. CoRR abs/2311.08350 (2023) - Benno Weck, Holger Kirchhoff, Peter Grosche, Xavier Serra:
WikiMuTe: A web-sourced dataset of semantic descriptions for music audio. CoRR abs/2312.09207 (2023) - 2022
- Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra:
FSD50K: An Open Dataset of Human-Labeled Sound Events. IEEE ACM Trans. Audio Speech Lang. Process. 30: 829-852 (2022) - Hyon Kim, Pedro Ramoneda, Marius Miron, Xavier Serra:
An Overview of Automatic Piano Performance Assessment within the Music Education Context. CSEDU (1) 2022: 465-474 - Benno Weck, Miguel Pérez Fernández, Holger Kirchhoff, Xavier Serra:
Matching Text and Audio Embeddings: Exploring Transfer-Learning Strategies for Language-Based Audio Retrieval. DCASE 2022 - Magdalena Fuentes, Bea Steers, Pablo Zinemanas, Martín Rocamora, Luca Bondi, Julia Wilkins, Qianyi Shi, Yao Hou, Samarjit Das, Xavier Serra, Juan Pablo Bello:
Urban Sound & Sight: Dataset And Benchmark For Audio-Visual Urban Scene Understanding. ICASSP 2022: 141-145 - Pedro Ramoneda, Nazif Can Tamer, Vsevolod Eremenko, Xavier Serra, Marius Miron:
Score Difficulty Analysis for Piano Performance Education based on Fingering. ICASSP 2022: 201-205
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