Automatic Quality Control in Speech Data Collection with Application to Remote Pathological Voice Analysis

Original language	English
Supervisors	Christensen, Mads Græsbøll, Principal supervisor Jensen, Jesper Rindom, Co-supervisor
External collaborators	Massachusetts Institute of Technology University of Colorado Boulder Lund University
Publication status	Published - 2021

Bibliographical note

Dissertation not published.

AUB Link

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Research output

Research output per year 2018 2018 2019 2021 2021

• 3 Article in proceeding
• 3 Journal article

Research output per year

Research output per year

• A CNN-Based Approach to Identification of Degradations in Speech Signals

  Saishu, Y., Poorjam, A. H. & Christensen, M. G., 5 Feb 2021, In: Eurasip Journal on Audio, Speech, and Music Processing. 2021, 1, p. 1-10 10 p., 9.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Speech Signal 100%
  • Convolutional Neural Network 100%
  • Spectrogram 66%
  • Log-Mel Spectrogram 40%
  • Reverberation 33%
  4 Citations (Scopus)

  174 Downloads (Pure)

• Automatic Quality Control and Enhancement for Voice-Based Remote Parkinson's Disease Detection

  Poorjam, A. H., Kavalekalam, M. S., Shi, L., Raykov, J. P., Jensen, J. R., Little, M. A. & Christensen, M. G., 2021, In: Speech Communication. 127, p. 1-16 16 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  File

  • Parkinson's Disease Detection 100%
  • Automatic Quality Control 100%
  • Quality Control 100%
  • Approach Control 100%
  • Disease Detection System 50%
  20 Citations (Scopus)

  133 Downloads (Pure)

• Quality Control in Remote Speech Data Collection

  Alavijeh, A. H. P., Little, M. A., Jensen, J. R. & Christensen, M. G., Mar 2019, In: IEEE Journal of Selected Topics in Signal Processing. 13, 2, p. 236-243 8 p., 8664108.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Efficient Algorithm 100%
  • Feature Space 100%
  • cepstral 100%
  • Experimental Result 100%
  • Effective Approach 100%
  4 Citations (Scopus)

  397 Downloads (Pure)

View all 6 research outputs

Cite this

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Poorjam, A. H. (2021). Automatic Quality Control in Speech Data Collection with Application to Remote Pathological Voice Analysis.

Poorjam, Amir Hossein. / Automatic Quality Control in Speech Data Collection with Application to Remote Pathological Voice Analysis. 2021.

@misc{333353677ed846afa24a29c800048b16,

title = "Automatic Quality Control in Speech Data Collection with Application to Remote Pathological Voice Analysis",

author = "Poorjam, {Amir Hossein}",

note = "Dissertation not published.",

year = "2021",

language = "English",

series = "Ph.d.-serien for Det Tekniske Fakultet for IT og Design, Aalborg Universitet",

publisher = "Aalborg Universitetsforlag",

}

Poorjam, AH 2021, 'Automatic Quality Control in Speech Data Collection with Application to Remote Pathological Voice Analysis'.

Automatic Quality Control in Speech Data Collection with Application to Remote Pathological Voice Analysis. / Poorjam, Amir Hossein.
2021.

Research output: PhD thesis

TY - GEN

T1 - Automatic Quality Control in Speech Data Collection with Application to Remote Pathological Voice Analysis

AU - Poorjam, Amir Hossein

N1 - Dissertation not published.

PY - 2021

Y1 - 2021

M3 - PhD thesis

T3 - Ph.d.-serien for Det Tekniske Fakultet for IT og Design, Aalborg Universitet

ER -

Poorjam AH. Automatic Quality Control in Speech Data Collection with Application to Remote Pathological Voice Analysis. 2021.