Single Microphone Speech Separation by Diffusion-based HMM Estimation

 

  1. Y. Yeminy, Y. Keller, and S. Gannot, “Single microphone speech separation by diffusion-based HMM estimation," submitted for publication to EURASIP Journal on Audio, Speech, and Music Processing , revised May 2016.
  2. M. Radfar, R. Dansereau, Single-channel speech separation using soft mask filtering, IEEE Transactions on Audio, Speech, and Language Processing, 15 (8) (2007) 2299–2310.
  3. Hu, K., Wang, D.: An iterative model-based approach to cochannel speech separation. EURASIP Journal on Audio, Speech, and Music Processing, 2013(1), (2013),
    1–11.

 

 

Mixed HFHMM-H-E DFHMM-H MixMax * Hu&Wang **

Female-Female

(15+20)

Female-Female

(16+31)

 

 

Male-Male

(1+32)

 

 Male-Male

(26+27)

 

Male-Female

(19+20)

 

Male-Female

(26+34)

 

 

* The MixMax algorithm [2] was implemented by Yeminy, Keller and Gannot.

** We are grateful to Ke Hu and Deliang Wang for their assistance in the application of [3] to the dataset.