Technical Program
AASP-L5: Deep Learning for Audio Content Analysis |
| Session Type: Lecture |
| Time: Wednesday, March 8, 16:00 - 18:00 |
| Location: Grand Salon 15 |
| Session Chairs: Alfred Mertins, and Dan Ellis, Google |
| AASP-L5.1: DEEP RANKING: TRIPLET MATCHNET FOR MUSIC METRIC LEARNING |
| Rui Lu; Tsinghua University |
| Kailun Wu; Tsinghua University |
| Zhiyao Duan; University of Rochester |
| Changshui Zhang; Tsinghua University |
| AASP-L5.2: A COMPARISON OF DEEP LEARNING METHODS FOR ENVIRONMENTAL SOUND DETECTION |
| Juncheng Li; Robert Bosch LLC |
| Wei Dai; Carnegie Mellon University |
| Florian Metze; Carnegie Mellon University |
| Shuhui Qu; Stanford University |
| Samarjit Das; Robert Bosch LLC |
| AASP-L5.3: CNN ARCHITECTURES FOR LARGE-SCALE AUDIO CLASSIFICATION |
| Shawn Hershey; Google Inc. |
| Sourish Chaudhuri; Google Inc. |
| Daniel P. W. Ellis; Google Inc. |
| Jort F. Gemmeke; Google Inc. |
| Aren Jansen; Google Inc. |
| Channing Moore; Google Inc. |
| Manoj Plakal; Google Inc. |
| Devin Platt; Google Inc. |
| Rif A. Saurous; Google Inc. |
| Bryan Seybold; Google Inc. |
| Malcolm Slaney; Google Inc. |
| Ron Weiss; Google Inc. |
| Kevin Wilson; Google Inc. |
| AASP-L5.4: CNN-LTE: A CLASS OF 1-X POOLING CONVOLUTIONAL NEURAL NETWORKS ON LABEL TREE EMBEDDINGS FOR AUDIO SCENE CLASSIFICATION |
| Huy Phan; University of Lübeck |
| Philipp Koch; University of Lübeck |
| Lars Hertel; University of Lübeck |
| Marco Maass; University of Lübeck |
| Radoslaw Mazur; University of Lübeck |
| Alfred Mertins; University of Lübeck |
| AASP-L5.5: FUSING SHALLOW AND DEEP LEARNING FOR BIOACOUSTIC BIRD SPECIES CLASSIFICATION |
| Justin Salamon; New York University |
| Juan Pablo Bello; New York University |
| Andrew Farnsworth; Cornell University |
| Steve Kelling; Cornell University |
| AASP-L5.6: SIMULTANEOUS SEGMENTATION AND CLASSIFICATION OF BIRD SONG USING CNN |
| Revathy Narasimhan; Oregon State University |
| Xiaoli Z. Fern; Oregon State University |
| Raviv Raich; Oregon State University |