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Model Architecture

4,354 papers

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Papers

Environment-Dependent Attention-Driven Recurrent Convolutional Neural Network for Robust Speech Enhancement INTERSPEECH 2019
Bandwidth Embeddings for Mixed-Bandwidth Speech Recognition INTERSPEECH 2019
Parameter Enhancement for MELP Speech Codec in Noisy Communication Environment INTERSPEECH 2019
On Learning Interpretable CNNs with Parametric Modulated Kernel-Based Filters INTERSPEECH 2019
Sound Event Detection in Multichannel Audio Using Convolutional Time-Frequency-Channel Squeeze and Excitation INTERSPEECH 2019
Compression of Acoustic Event Detection Models with Quantized Distillation INTERSPEECH 2019
Variational Attention Using Articulatory Priors for Generating Code Mixed Speech Using Monolingual Corpora INTERSPEECH 2019
Language Modeling with Deep Transformers INTERSPEECH 2019
An Effective Deep Embedding Learning Architecture for Speaker Verification INTERSPEECH 2019
Joint Optimization of Neural Acoustic Beamforming and Dereverberation with x-Vectors for Robust Speaker Verification INTERSPEECH 2019
A New Time-Frequency Attention Mechanism for TDNN and CNN-LSTM-TDNN, with Application to Language Identification INTERSPEECH 2019
Factorization of Discriminatively Trained i-Vector Extractor for Speaker Recognition INTERSPEECH 2019
Multi-Channel Training for End-to-End Speaker Recognition Under Reverberant and Noisy Environment INTERSPEECH 2019
TensorLy: Tensor Learning in Python JMLR 2019
A Representer Theorem for Deep Neural Networks JMLR 2019
Measuring the Effects of Data Parallelism on Neural Network Training JMLR 2019
Exploring local rotation invariance in 3D CNNs with steerable filters MIDL 2019
Dense Segmentation in Selected Dimensions: Application to Retinal Optical Coherence Tomography MIDL 2019
Learning beamforming in ultrasound imaging MIDL 2019
Temporal Graph Convolutional Networks for Automatic Seizure Detection MLHC 2019
ASAC: Active Sensing using Actor-Critic models MLHC 2019
Neural Finite-State Transducers: Beyond Rational Relations NAACL 2019
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering NAACL 2019
Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts NAACL 2019
A Systematic Study of Leveraging Subword Information for Learning Word Representations NAACL 2019