Classification vs. Regression in Supervised Learning for Single Channel
Speaker Count Estimation

Classification vs. Regression in Supervised Learning for Single Channel Speaker Count Estimation

12 December 2017

Fabian-Robert Stöter

Soumitro Chakrabarty

Papers citing "Classification vs. Regression in Supervised Learning for Single Channel Speaker Count Estimation"

12 / 12 papers shown

Title
Audio xLSTMs: Learning Self-Supervised Audio Representations with xLSTMs Sarthak Yadav Sergios Theodoridis Zheng-Hua Tan 75 3 0 29 Aug 2024
Fully Convolutional Crowd Counting On Highly Congested Scenes Mark A Marsden Kevin McGuinness Suzanne Little Noel E. O'Connor 55 177 0 01 Dec 2016
DeepSetNet: Predicting Sets with Deep Neural Networks S. Hamid Rezatofighi B. V. Kumar Anton Milan Ehsan Abbasnejad A. Dick Ian Reid BDL 55 51 0 28 Nov 2016
CNN Architectures for Large-Scale Audio Classification Shawn Hershey Sourish Chaudhuri D. Ellis J. Gemmeke A. Jansen ... Rif A. Saurous Bryan Seybold M. Slaney Ron J. Weiss K. Wilson 111 2,497 0 29 Sep 2016
CrowdNet: A Deep Convolutional Network for Dense Crowd Counting Lokesh Boominathan S. Kruthiventi R. Venkatesh Babu 55 550 0 22 Aug 2016
Salient Object Subitizing Jianming Zhang Shugao Ma M. Sameki Stan Sclaroff Margrit Betke Zhe Lin Xiaohui Shen Brian L. Price R. Měch 54 115 0 26 Jul 2016
Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation Dong Yu Morten Kolbæk Zheng-Hua Tan Jesper Jensen 87 854 0 01 Jul 2016
Counting Everyday Objects in Everyday Scenes Prithvijit Chattopadhyay Ramakrishna Vedantam Ramprasaath R. Selvaraju Dhruv Batra Devi Parikh 71 157 0 12 Apr 2016
Deep clustering: Discriminative embeddings for segmentation and separation J. Hershey Zhuo Chen Jonathan Le Roux Shinji Watanabe 60 1,317 0 18 Aug 2015
Learning to count with deep object features Santi Seguí O. Pujol Jordi Vitrià SSL 58 83 0 29 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 149,842 0 22 Dec 2014
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 210 8,507 0 22 Mar 2013