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Optimization

14,207 papers

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Papers

Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks INTERSPEECH 2018
A Non-convolutive NMF Model for Speech Dereverberation INTERSPEECH 2018
Joint Learning of Interactive Spoken Content Retrieval and Trainable User Simulator INTERSPEECH 2018
A Novel Normalization Method for Autocorrelation Function for Pitch Detection and for Speech Activity Detection INTERSPEECH 2018
An Optimization Based Approach for Solving Spoken CALL Shared Task INTERSPEECH 2018
User-centric Evaluation of Automatic Punctuation in ASR Closed Captioning INTERSPEECH 2018
CRIM's System for the MGB-3 English Multi-Genre Broadcast Media Transcription INTERSPEECH 2018
Combining Natural Gradient with Hessian Free Methods for Sequence Training INTERSPEECH 2018
Relating Articulatory Motions in Different Speaking Rates INTERSPEECH 2018
Integrating Neural Network Based Beamforming and Weighted Prediction Error Dereverberation INTERSPEECH 2018
Speech Enhancement Using Deep Mixture of Experts Based on Hard Expectation Maximization INTERSPEECH 2018
ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM INTERSPEECH 2018
Recurrent Neural Network Language Model Adaptation for Conversational Speech Recognition INTERSPEECH 2018
What to Expect from Expected Kneser-Ney Smoothing INTERSPEECH 2018
Postfiltering with Complex Spectral Correlations for Speech and Audio Coding INTERSPEECH 2018
Multi-frame Quantization of LSF Parameters Using a Deep Autoencoder and Pyramid Vector Quantizer INTERSPEECH 2018
Multi-frame Coding of LSF Parameters Using Block-Constrained Trellis Coded Vector Quantization INTERSPEECH 2018
Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification INTERSPEECH 2018
Improving CTC-based Acoustic Model with Very Deep Residual Time-delay Neural Networks INTERSPEECH 2018
Hierarchical Recurrent Neural Networks for Acoustic Modeling INTERSPEECH 2018
Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks INTERSPEECH 2018
Training Gaussian Mixture Models at Scale via Coresets JMLR 2018
Maximum Principle Based Algorithms for Deep Learning JMLR 2018
Local Identifiability of $\ell_1$-minimization Dictionary Learning: a Sufficient and Almost Necessary Condition JMLR 2018
Convergence of Unregularized Online Learning Algorithms JMLR 2018