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Efficient Computing

6,898 papers

Papers per year

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Papers

Compressing End-to-end ASR Networks by Tensor-Train Decomposition INTERSPEECH 2018
On the Application and Compression of Deep Time Delay Neural Network for Embedded Statistical Parametric Speech Synthesis INTERSPEECH 2018
Robust Voice Activity Detection Using Frequency Domain Long-Term Differential Entropy INTERSPEECH 2018
Structured Word Embedding for Low Memory Neural Network Language Model INTERSPEECH 2018
Efficient Keyword Spotting Using Time Delay Neural Networks INTERSPEECH 2018
Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization INTERSPEECH 2018
Conditional-Computation-Based Recurrent Neural Networks for Computationally Efficient Acoustic Modelling INTERSPEECH 2018
Machine Learning Powered Data Platform for High-Quality Speech and NLP Workflows INTERSPEECH 2018
Attention-based End-to-End Models for Small-Footprint Keyword Spotting INTERSPEECH 2018
Efficient Voice Trigger Detection for Low Resource Hardware INTERSPEECH 2018
Compact Feedforward Sequential Memory Networks for Small-footprint Keyword Spotting INTERSPEECH 2018
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models INTERSPEECH 2018
Dithered Quantization for Frequency-Domain Speech and Audio Coding INTERSPEECH 2018
Postfiltering Using Log-Magnitude Spectrum for Speech and Audio Coding INTERSPEECH 2018
Temporal Noise Shaping with Companding INTERSPEECH 2018
Twin Regularization for Online Speech Recognition INTERSPEECH 2018
Self-Attentional Acoustic Models INTERSPEECH 2018
Training Gaussian Mixture Models at Scale via Coresets JMLR 2018
On $b$-bit Min-wise Hashing for Large-scale Regression and Classification with Sparse Data JMLR 2018
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization JMLR 2018
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations JMLR 2018
ThunderSVM: A Fast SVM Library on GPUs and CPUs JMLR 2018
A Direct Approach for Sparse Quadratic Discriminant Analysis JMLR 2018
The xyz algorithm for fast interaction search in high-dimensional data JMLR 2018
Efficient Sequence Learning with Group Recurrent Networks NAACL 2018