Search results for: dysarthric speech

• Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech

  Publication

  • D. Korzekwa
  • R. Barra-Chicote
  • B. Kostek
  • T. Drugman
  • M. Łajszczak

  - Year 2019

  We present a novel deep learning model for the detection and reconstruction of dysarthric speech. We train the model with a multi-task learning technique to jointly solve dysarthria detection and speech reconstruction tasks. The model key feature is a low-dimensional latent space that is meant to encode the properties of dysarthric speech. It is commonly believed that neural networks are black boxes that solve problems but do not...

  Full text available to download

• Speech and Drama

  Journals

  ISSN: 0038-7142

• LANGUAGE AND SPEECH

  Journals

  ISSN: 0023-8309 , eISSN: 1756-6053

• Evaluation of Lombard Speech Models in the Context of Speech in Noise Enhancement

  Publication

  • G. Korvel
  • K. Kąkol
  • O. Kurasova
  • B. Kostek

  - IEEE Access - Year 2020

  The Lombard effect is one of the most well-known effects of noise on speech production. Speech with the Lombard effect is more easily recognizable in noisy environments than normal natural speech. Our previous investigations showed that speech synthesis models might retain Lombard-effect characteristics. In this study, we investigate several speech models, such as harmonic, source-filter, and sinusoidal, applied to Lombard speech...

  Full text available to download

• High Speed Milling vibration surveillance with optimal spindle speed based on optimal speeds map

  Publication

  • K. J. Kaliński
  • M. Galewski
  • M. Mazur

  - Key Engineering Materials - Year 2014

  The paper presents the method of the surveillance of the self-excited chatter vibration. At first, the workpiece modal parameters are estimated based on experimental data which leads to verification of computational model. Then, for selected surface points optimal spindle speeds are calculated. By considering sufficient amount of points it is possible to build a map of optimal spindle speeds. Experimental results show that this...

  Full text to download in external service

• Emotions in polish speech recordings

  Open Research Data

  open access

  • M. Mięsikowska
  • D. Świsulski

  The data set presents emotions recorded in sound files that are expressions of Polish speech. Statements were made by people aged 21-23, young voices of 5 men. Each person said the following words / nie – no, oddaj - give back, podaj – pass, stop - stop, tak - yes, trzymaj -hold / five times representing a specific emotion - one of three - anger (a),...

• Estimation of the excitation variances of speech and noise AR-models for enhanced speech coding

  Publication

  • M. Kuropatwinski
  • W. Kleijn
  • M. Kuropatwiński

  - Year 2001

  Full text to download in external service

• COMPUTER SPEECH AND LANGUAGE

  Journals

  ISSN: 0885-2308 , eISSN: 1095-8363

• SEMINARS IN SPEECH AND LANGUAGE

  Journals

  ISSN: 0734-0478 , eISSN: 1098-9056

• Speech and Language Technology

  Journals

  ISSN: 1895-0434