Two-microphone Separation of Speech Mixtures

Michael Syskind Pedersen (Author), DeLiang Wang (Author), Jan Larsen (Author), Ulrik Kjems (Author)

    Research output: Non-textual formInteractive productionResearch

    Abstract

    In this demonstration we show the separation of 3-7 mixed speech sources based on information from two microphones. Separation with background noise is demonstrated too. The algorithms are described in 1] Michael Syskind Pedersen, DeLiang Wang, Jan Larsen and Ulrik Kjems: "Two-microphone Separation of Speech Mixtures," 2006, submited for journal publication. See also, [2] Michael Syskind Pedersen, DeLiang Wang, Jan Larsen and Ulrik Kjems: "Overcomplete Blind Source Separation by Combining ICA and Binary Time-Frequency Masking," in proceedings of IEEE International workshop on Machine Learning for Signal Processing, pp. 15-20, 2005.
    Original languageEnglish
    Publication date2006
    Publication statusPublished - 2006

    Keywords

    • Underdetermined ICA

    Cite this

    Pedersen, M. S. (Author), Wang, D. (Author), Larsen, J. (Author), & Kjems, U. (Author). (2006). Two-microphone Separation of Speech Mixtures. Interactive production, IMM. Retrieved from http://www.imm.dtu.dk/pubdb/p.php?4399
    Pedersen, Michael Syskind (Author) ; Wang, DeLiang (Author) ; Larsen, Jan (Author) ; Kjems, Ulrik (Author). / Two-microphone Separation of Speech Mixtures. [Interactive production].
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    keywords = "Underdetermined ICA",
    author = "Pedersen, {Michael Syskind} and DeLiang Wang and Jan Larsen and Ulrik Kjems",
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    Pedersen, MS, Wang, D, Larsen, J & Kjems, U, Two-microphone Separation of Speech Mixtures, 2006, Interactive production, IMM.
    Two-microphone Separation of Speech Mixtures. Pedersen, Michael Syskind (Author); Wang, DeLiang (Author); Larsen, Jan (Author); Kjems, Ulrik (Author). 2006. IMM.

    Research output: Non-textual formInteractive productionResearch

    TY - ADVS

    T1 - Two-microphone Separation of Speech Mixtures

    A2 - Pedersen, Michael Syskind

    A2 - Wang, DeLiang

    A2 - Larsen, Jan

    A2 - Kjems, Ulrik

    PY - 2006

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    N2 - In this demonstration we show the separation of 3-7 mixed speech sources based on information from two microphones. Separation with background noise is demonstrated too. The algorithms are described in 1] Michael Syskind Pedersen, DeLiang Wang, Jan Larsen and Ulrik Kjems: "Two-microphone Separation of Speech Mixtures," 2006, submited for journal publication. See also, [2] Michael Syskind Pedersen, DeLiang Wang, Jan Larsen and Ulrik Kjems: "Overcomplete Blind Source Separation by Combining ICA and Binary Time-Frequency Masking," in proceedings of IEEE International workshop on Machine Learning for Signal Processing, pp. 15-20, 2005.

    AB - In this demonstration we show the separation of 3-7 mixed speech sources based on information from two microphones. Separation with background noise is demonstrated too. The algorithms are described in 1] Michael Syskind Pedersen, DeLiang Wang, Jan Larsen and Ulrik Kjems: "Two-microphone Separation of Speech Mixtures," 2006, submited for journal publication. See also, [2] Michael Syskind Pedersen, DeLiang Wang, Jan Larsen and Ulrik Kjems: "Overcomplete Blind Source Separation by Combining ICA and Binary Time-Frequency Masking," in proceedings of IEEE International workshop on Machine Learning for Signal Processing, pp. 15-20, 2005.

    KW - Underdetermined ICA

    M3 - Interactive production

    PB - IMM

    ER -

    Pedersen MS (Author), Wang D (Author), Larsen J (Author), Kjems U (Author). Two-microphone Separation of Speech Mixtures IMM. 2006.