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Efficient Computing

6,898 papers

Papers per year

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Papers

FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization INTERSPEECH 2021
Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation INTERSPEECH 2021
Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection INTERSPEECH 2021
OpenASR20: An Open Challenge for Automatic Speech Recognition of Conversational Telephone Speech in Low-Resource Languages INTERSPEECH 2021
Combining Hybrid and End-to-End Approaches for the OpenASR20 Challenge INTERSPEECH 2021
Compressing 1D Time-Channel Separable Convolutions Using Sparse Random Ternary Matrices INTERSPEECH 2021
Broadcasted Residual Learning for Efficient Keyword Spotting INTERSPEECH 2021
Extremely Low Footprint End-to-End ASR System for Smart Device INTERSPEECH 2021
Dissecting User-Perceived Latency of On-Device E2E Speech Recognition INTERSPEECH 2021
Amortized Neural Networks for Low-Latency Speech Recognition INTERSPEECH 2021
Tied & Reduced RNN-T Decoder INTERSPEECH 2021
The Energy and Carbon Footprint of Training End-to-End Speech Recognizers INTERSPEECH 2021
Emotional Prosody Control for Speech Generation INTERSPEECH 2021
Y2-Net FCRN for Acoustic Echo and Noise Suppression INTERSPEECH 2021
Sparse Tensor Additive Regression JMLR 2021
Histogram Transform Ensembles for Large-scale Regression JMLR 2021
River: machine learning for streaming data in Python JMLR 2021
NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization JMLR 2021
Hyperparameter Optimization via Sequential Uniform Designs JMLR 2021
A Greedy Algorithm for Quantizing Neural Networks JMLR 2021
mlr3pipelines - Flexible Machine Learning Pipelines in R JMLR 2021
Cooperative SGD: A Unified Framework for the Design and Analysis of Local-Update SGD Algorithms JMLR 2021
TensorHive: Management of Exclusive GPU Access for Distributed Machine Learning Workloads JMLR 2021
Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks JMLR 2021
Stable-Baselines3: Reliable Reinforcement Learning Implementations JMLR 2021