NEWS  |  IEEE Spectrum's "Cars That Think" highlights MERL's speech enhancement research

Date released: March 12, 2015


  •  NEWS   IEEE Spectrum's "Cars That Think" highlights MERL's speech enhancement research
  • Date:

    March 9, 2015

  • Description:

    Recent research on speech enhancement by MERL's Speech and Audio team was highlighted in "Cars That Think", IEEE Spectrum's blog on smart technologies for cars. IEEE Spectrum is the flagship publication of the Institute of Electrical and Electronics Engineers (IEEE), the world's largest association of technical professionals with more than 400,000 members.

  • MERL Contact:
  • External Link:

    http://spectrum.ieee.org/cars-that-think/transportation/human-factors/mitsubishi-quiets-car-noise-for-your-ohsoimportant-phone-calls

  • Research Area:

    Speech & Audio

    •  Weninger, F., Le Roux, J., Hershey, J.R., Schuller, B., "Discriminatively Trained Recurrent Neural Networks for Single-Channel Speech Separation", IEEE Global Conference on Signal and Information Processing (GlobalSIP), DOI: 10.1109/GlobalSIP.2014.7032183, December 2014, pp. 577-581.
      BibTeX TR2014-104 PDF
      • @inproceedings{Weninger2014dec,
      • author = {Weninger, F. and {Le Roux}, J. and Hershey, J.R. and Schuller, B.},
      • title = {Discriminatively Trained Recurrent Neural Networks for Single-Channel Speech Separation},
      • booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
      • year = 2014,
      • pages = {577--581},
      • month = dec,
      • publisher = {IEEE},
      • doi = {10.1109/GlobalSIP.2014.7032183},
      • url = {https://www.merl.com/publications/TR2014-104}
      • }
    •  Weninger, F., Le Roux, J., Hershey, J.R., Watanabe, S., "Discriminative NMF and its application to single-channel source separation", Interspeech, September 2014, vol. 15, pp. 865-869.
      BibTeX TR2014-081 PDF
      • @inproceedings{Weninger2014sep,
      • author = {Weninger, F. and {Le Roux}, J. and Hershey, J.R. and Watanabe, S.},
      • title = {Discriminative NMF and its application to single-channel source separation},
      • booktitle = {Interspeech},
      • year = 2014,
      • volume = 15,
      • pages = {865--869},
      • month = sep,
      • publisher = {International Speech Communication Association},
      • issn = {2308-457X},
      • url = {https://www.merl.com/publications/TR2014-081}
      • }
    •  Hershey, J.R., Le Roux, J., Weninger, F., "Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures", arXiv, August 2014.
      BibTeX arXiv
      • @article{Hershey2014aug,
      • author = {Hershey, J.R. and {Le Roux}, J. and Weninger, F.},
      • title = {Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures},
      • journal = {arXiv},
      • year = 2014,
      • month = aug,
      • url = {https://arxiv.org/abs/1409.2574v1}
      • }
    •  Simsekli, U., Le Roux, J., Hershey, J.R., "Non-negative Source-filter Dynamical System for Speech Enhancement", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2014.6854797, May 2014, pp. 6206-6210.
      BibTeX TR2014-027 PDF Software
      • @inproceedings{Simsekli2014may,
      • author = {Simsekli, U. and {Le Roux}, J. and Hershey, J.R.},
      • title = {Non-negative Source-filter Dynamical System for Speech Enhancement},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2014,
      • pages = {6206--6210},
      • month = may,
      • publisher = {IEEE},
      • doi = {10.1109/ICASSP.2014.6854797},
      • url = {https://www.merl.com/publications/TR2014-027}
      • }