Estimating phoneme class conditional probabilities from raw speech signal using convolutional neural networks.
Dimitri PalazRonan CollobertMathew Magimai-DossPublished in: INTERSPEECH (2013)
Keyphrases
- conditional probabilities
- speech signal
- speech recognition
- automatic speech recognition
- convolutional neural networks
- class labels
- automatic speech recognition systems
- hidden markov models
- prior probabilities
- bayesian networks
- probability distribution
- probabilistic model
- linear prediction
- speaker identification
- random variables
- belief networks
- speaker recognition
- background noise
- spectral analysis
- noisy environments
- speech synthesis
- discrete random variables
- speech enhancement
- language model
- acoustic features
- pattern recognition
- signal to noise ratio
- fundamental frequency
- denoising
- edge detection
- decision trees