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Deep Residual Learning for Image Recognition
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2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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4
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Identity Mappings in Deep Residual Networks
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2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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3
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EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
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2019
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Mingxing Tan
Quoc V. Le
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2
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End-to-End Speech Recognition from the Raw Waveform
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2018
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Neil Zeghidour
Nicolas Usunier
Gabriel Synnaeve
Ronan Collobert
Emmanuel Dupoux
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2
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VoxCeleb2: Deep Speaker Recognition
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2018
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Joon Son Chung
Arsha Nagrani
Andrew Zisserman
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2
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Exploring the Encoding Layer and Loss Function in End-to-End Speaker and Language Recognition System
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2018
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Weicheng Cai
Jinkun Chen
Ming Li
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2
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Attention is All you Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Łukasz Kaiser
Illia Polosukhin
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2
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Densely Connected Convolutional Networks
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2017
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Gao Huang
Zhuang Liu
Laurens van der Maaten
Kilian Q. Weinberger
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2
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Residual Attention Network for Image Classification
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2017
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Fei Wang
Mengqing Jiang
Chen Qian
Shuo Yang
Cheng Li
Honggang Zhang
Xiaogang Wang
Xiaoou Tang
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2
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GhostVLAD for Set-Based Face Recognition
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2019
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Yujie Zhong
Relja Arandjelović
Andrew Zisserman
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2
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Unified Hypersphere Embedding for Speaker Recognition
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2018
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Mahdi Hajibabaei
Dengxin Dai
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2
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CBAM: Convolutional Block Attention Module
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2018
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Sanghyun Woo
Jongchan Park
Joon‐Young Lee
In So Kweon
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2
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VoxCeleb: A Large-Scale Speaker Identification Dataset
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2017
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Arsha Nagrani
Joon Son Chung
Andrew Zisserman
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2
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mixup: Beyond Empirical Risk Minimization
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2017
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Hongyi Zhang
Moustapha Cissé
Yann Dauphin
David López-Paz
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2
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ArcFace: Additive Angular Margin Loss for Deep Face Recognition
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2019
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Jiankang Deng
Jia Guo
Niannan Xue
Stefanos Zafeiriou
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2
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Utterance-level Aggregation for Speaker Recognition in the Wild
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2019
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Weidi Xie
Arsha Nagrani
Joon Son Chung
Andrew Zisserman
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2
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Self Multi-Head Attention for Speaker Recognition
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2019
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Miquel India
Pooyan Safari
Javier Hernando
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2
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Deep Neural Network Embeddings with Gating Mechanisms for Text-Independent Speaker Verification
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2019
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Lanhua You
Wu Guo
Li-Rong Dai
Jun Du
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2
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A Deep Neural Network for Short-Segment Speaker Recognition
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2019
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Amirhossein Hajavi
Ali Etemad
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2
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Attentive Statistics Pooling for Deep Speaker Embedding
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2018
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Koji Okabe
Takafumi Koshinaka
Koichi Shinoda
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2
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Trainable frontend for robust and far-field keyword spotting
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2017
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Yuxuan Wang
Pascal Getreuer
T. A. Hughes
Richard F. Lyon
Rif A. Saurous
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1
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CondenseNet: An Efficient DenseNet Using Learned Group Convolutions
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2018
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Gao Huang
Shichen Liu
Laurens van der Maaten
Kilian Q. Weinberger
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1
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Speaker Recognition from Raw Waveform with SincNet
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2018
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Mirco Ravanelli
Yoshua Bengio
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1
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PyTorch: An Imperative Style, High-Performance Deep Learning Library
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2019
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Adam Paszke
Sam Gross
Francisco Massa
Adam Lerer
James Bradbury
Gregory Chanan
Trevor Killeen
Zeming Lin
Natalia Gimelshein
Luca Antiga
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1
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Audio Tagging with Noisy Labels and Minimal Supervision
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2019
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Eduardo Fonseca
Manoj Plakal
Frederic Font
Daniel P. W. Ellis
Xavier Serra
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1
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A Simple Framework for Contrastive Learning of Visual Representations
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2020
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Ting Chen
Simon Kornblith
Mohammad Norouzi
Geoffrey E. Hinton
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1
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CGCNN: Complex Gabor Convolutional Neural Network on Raw Speech
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2020
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Paul-Gauthier Noé
Titouan Parcollet
Mohamed Morchid
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1
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Vggsound: A Large-Scale Audio-Visual Dataset
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2020
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Honglie Chen
Weidi Xie
Andrea Vedaldi
Andrew Zisserman
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1
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wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations
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2020
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Alexei Baevski
Henry Zhou
Abdelrahman Mohamed
Michael Auli
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1
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An Ensemble of Convolutional Neural Networks for Audio Classification.
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2020
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Loris Nanni
Gianluca Maguolo
Sheryl Brahnam
Michelangelo Paci
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1
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FSD50K: an Open Dataset of Human-Labeled Sound Events
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2020
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Eduardo Fonseca
Xavier Favory
Jordi Pons
Frederic Font
Xavier Serra
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1
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Contrastive Learning of General-Purpose Audio Representations.
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2020
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Aaqib Saeed
David Grangier
Neil Zeghidour
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1
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PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition
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2020
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Qiuqiang Kong
Yin Cao
Turab Iqbal
Yuxuan Wang
Wenwu Wang
Mark D. Plumbley
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1
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Unsupervised Contrastive Learning of Sound Event Representations
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2021
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Eduardo Fonseca
Diego Ortego
Kevin McGuinness
Noel E. O’Connor
Xavier Serra
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1
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HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units
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2021
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Wei-Ning Hsu
Benjamin Bolte
Yao-Hung Hubert Tsai
Kushal Lakhotia
Ruslan Salakhutdinov
Abdelrahman Mohamed
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1
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BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation
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2021
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Daisuke Niizumi
Daiki Takeuchi
Yasunori Ohishi
Noboru Harada
Kunio Kashino
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1
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Towards Learning Universal Audio Representations
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2022
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Luyu Wang
Pauline Luc
Yan Wu
Adrià Recasens
Lucas Smaira
Andrew Brock
Andrew Jaegle
Jean-Baptiste Alayrac
Sander Dieleman
João Carreira
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1
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LEAF: A Learnable Frontend for Audio Classification
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2021
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Neil Zeghidour
Olivier Teboul
Félix de Chaumont Quitry
Marco Tagliasacchi
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1
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Unified Hypersphere Embedding for Speaker Recognition
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2018
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Mahdi Hajibabaei
Dengxin Dai
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1
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Representation Learning with Contrastive Predictive Coding
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2018
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Aäron van den Oord
Yazhe Li
Oriol Vinyals
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1
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Attention Is All You Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Łukasz Kaiser
Illia Polosukhin
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1
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Layer Normalization
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2016
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Jimmy Ba
Jamie Kiros
Geoffrey E. Hinton
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1
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Very Deep Convolutional Networks for Large-Scale Image Recognition
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2014
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Karen Simonyan
Andrew Zisserman
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1
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Attention-Based Models for Speech Recognition
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2015
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Jan Chorowski
Dzmitry Bahdanau
Dmitriy Serdyuk
Kyunghyun Cho
Yoshua Bengio
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1
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Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
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2015
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Sergey Ioffe
Christian Szegedy
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1
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Deep Speech: Scaling up end-to-end speech recognition
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2014
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Awni Hannun
Carl Case
Jared Casper
Bryan Catanzaro
Greg Diamos
Erich Elsen
Ryan Prenger
Sanjeev Satheesh
Shubho Sengupta
Adam Coates
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1
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Deep Scattering Spectrum
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2014
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Joakim Andén
Stéphane Mallat
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1
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PDF
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Rethinking the Inception Architecture for Computer Vision
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2016
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Christian Szegedy
Vincent Vanhoucke
Sergey Ioffe
Jon Shlens
Zbigniew Wojna
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1
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Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
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2015
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Dario Amodei
Rishita Anubhai
Eric Battenberg
Carl Case
Jared Casper
Bryan Catanzaro
Jingdong Chen
Mike Chrzanowski
Adam Coates
Greg Diamos
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1
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Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
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2016
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Christian Szegedy
Sergey Ioffe
Vincent Vanhoucke
Alexander A. Alemi
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1
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