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Poster abstracts and full papers: http://media.aau.dk/smc/ml4audio/
MUSIC: *Jordi Pons, Oriol Nieto, Matthew Prockup, Erik M. Schmidt, Andreas F. Ehmann and Xavier Serra. End-to-end learning for music audio tagging at scale *Jongpil Lee, Taejun Kim, Jiyoung Park and Juhan Nam. Raw Waveform based Audio Classification Using Samplelevel CNN Architectures *Alfonso Perez-Carrillo Estimation of violin bowing features from Audio recordings with Convolutional Networks
ENVIRONMENTAL SOUNDS: *Bhiksha Raj, Benjamin Elizalde, Rohan Badlani, Ankit Shah and Anurag Kumar. NELS NeverEnding Learner of Sounds *Tycho Tax, Jose Antich, Hendrik Purwins and Lars Maaløe Utilizing Domain Knowledge in End-to-End Audio Processing *Anurag Kumar and Bhiksha Raj. Deep CNN Framework for Audio Event Recognition using Weakly Labeled Web Data
Author Information
Oriol Nieto (Pandora)
Jordi Pons (UPF- Music Technology Group)
Bhiksha Raj (Carnegie Mellon University)
Tycho Tax (Corti)
Benjamin Elizalde (Carnegie Mellon University)
Juhan Nam (KAIST)
Anurag Kumar (Carnegie Mellon Univresity)
More from the Same Authors
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2022 Poster: USB: A Unified Semi-supervised Learning Benchmark for Classification »
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2021 : HEAR 2021: Holistic Evaluation of Audio Representations + Q&A »
Joseph Turian · Jordan Shier · Bhiksha Raj · Bjoern Schuller · Christian Steinmetz · George Tzanetakis · Gissel Velarde · Kirk McNally · Max Henry · Nicolas Pinto · Yonatan Bisk · George Tzanetakis · Camille Noufi · Dorien Herremans · Jesse Engel · Justin Salamon · Prany Manocha · Philippe Esling · Shinji Watanabe -
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Jie Shao · Kai Hu · Changhu Wang · Xiangyang Xue · Bhiksha Raj -
2020 Oral: Is normalization indispensable for training deep neural network? »
Jie Shao · Kai Hu · Changhu Wang · Xiangyang Xue · Bhiksha Raj -
2019 Poster: Face Reconstruction from Voice using Generative Adversarial Networks »
Yandong Wen · Bhiksha Raj · Rita Singh -
2017 : Panel: Machine learning and audio signal processing: State of the art and future perspectives »
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2017 : Poster Session Speech: source separation, enhancement, recognition, synthesis »
Shuayb Zarar · Rasool Fakoor · SRI HARSHA DUMPALA · Minje Kim · Paris Smaragdis · Mohit Dubey · Jong Hwan Ko · Sakriani Sakti · Yuxuan Wang · Lijiang Guo · Garrett T Kenyon · Andros Tjandra · Tycho Tax · Younggun Lee -
2012 Poster: Unsupervised Structure Discovery for Semantic Analysis of Audio »
Sourish Chaudhuri · Bhiksha Raj -
2010 Poster: Multiparty Differential Privacy via Aggregation of Locally Trained Classifiers »
Manas A Pathak · Shantanu Rane · Bhiksha Raj -
2009 Poster: A Sparse Non-Parametric Approach for Single Channel Separation of Known Sounds »
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