NEWS    John Hershey gives invited talk at Johns Hopkins University on MERL's "Deep Clustering" breakthrough

Date:

March 4, 2016

Where:

Johns Hopkins Center for Language and Speech Processing

Description:

MERL researcher and speech team leader, John Hershey, was invited by the Center for Language and Speech Processing at Johns Hopkins University to give a talk on MERL's breakthrough audio separation work, known as "Deep Clustering". The talk was entitled "Speech Separation by Deep Clustering: Towards Intelligent Audio Analysis and Understanding," and was given on March 4, 2016.

This is work conducted by MERL researchers John Hershey, Jonathan Le Roux, and Shinji Watanabe, and MERL interns, Zhuo Chen of Columbia University, and Yusef Isik of Sabanci University.

External Link:

http://www.clsp.jhu.edu/events/john-hershey-merl-speech-separation-by-deep-clustering-towards-intelligent-audio-analysis-and-understanding

Research Area:

Speech & Audio

• Related Publications

   Hershey, J.R., Chen, Z., Le Roux, J., Watanabe, S., "Deep Clustering: Discriminative Embeddings for Segmentation and Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2016.7471631, March 2016, pp. 31-35.

  BibTeX TR2016-003 PDF

  • @inproceedings{Hershey2016mar,
  • author = {Hershey, John R. and Chen, Zhuo and Le Roux, Jonathan and Watanabe, Shinji},
  • title = {Deep Clustering: Discriminative Embeddings for Segmentation and Separation},
  • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  • year = 2016,
  • pages = {31--35},
  • month = mar,
  • doi = {10.1109/ICASSP.2016.7471631},
  • url = {https://www.merl.com/publications/TR2016-003}
  • }