• DocumentCode
    417459
  • Title

    Subspace tracking for speech enhancement in car noise environments

  • Author

    Wang, Jhing-Fa ; Yang, Chung-Hsien ; Chang, Kai-Hsing

  • Author_Institution
    Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
  • Volume
    2
  • fYear
    2004
  • fDate
    17-21 May 2004
  • Abstract
    A signal subspace speech enhancement based on a subspace tracking algorithm is presented. The proposed method incorporates a perceptual filterbank which is derived from a psycho-acoustic model for subband processing. The experiments were performed using the TAICAR in-car noisy speech database. Subjective and objective tests show that our method outperforms other existing signal subspace methods.
  • Keywords
    Wiener filters; acoustic noise; channel bank filters; random noise; speech enhancement; tracking; TAICAR database; Wiener filter; car noise; perceptual filterbank; psycho-acoustic model; signal subspace; speech enhancement; subband processing; subspace tracking algorithm; Bandwidth; Databases; Filter bank; Frequency; Humans; Karhunen-Loeve transforms; Psychoacoustic models; Psychology; Speech enhancement; Working environment noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8484-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.2004.1326376
  • Filename
    1326376