Research Challenges in Building a Voice-based Artificial Personal Shopper - Position Paper Oct 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 會議語音辨識使用語者資訊之語言模型調適技術 (On the Use of Speaker-Aware Language Model Adaptation Techniques for Meeting Speech Recognition ) [In Chinese] Oct 1, 2018 Automatic Speech Recognition (ASR) Language Modeling
— Unverified Neural Speech Translation at AppTek Oct 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Estimating Marginal Probabilities of n-grams for Recurrent Neural Language Models Oct 1, 2018 Language Modeling Language Modelling
— Unverified A Morphological Analyzer for Shipibo-Konibo Oct 1, 2018 Lemmatization Machine Translation
— Unverified A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding Oct 1, 2018 Automatic Speech Recognition (ASR) Intent Detection
— Unverified 探討聲學模型的合併技術與半監督鑑別式訓練於會議語音辨識之研究 (Investigating acoustic model combination and semi-supervised discriminative training for meeting speech recognition) [In Chinese] Oct 1, 2018 Automatic Speech Recognition (ASR) speech-recognition
— Unverified Improving Neural Language Models with Weight Norm Initialization and Regularization Oct 1, 2018 Automatic Speech Recognition (ASR) Language Modeling
— Unverified Using Spoken Word Posterior Features in Neural Machine Translation Oct 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Neural Machine Translation with the Transformer and Multi-Source Romance Languages for the Biomedical WMT 2018 task Oct 1, 2018 Machine Translation Speech Recognition
— Unverified Joint On-line Learning of a Zero-shot Spoken Semantic Parser and a Reinforcement Learning Dialogue Manager Oct 1, 2018 Dialogue Management Management
— Unverified Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction Oct 1, 2018 Feature Engineering Machine Translation
— Unverified Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models Oct 1, 2018 Language Modeling Language Modelling
— Unverified Audio-Visual Speech Recognition With A Hybrid CTC/Attention Architecture Sep 28, 2018 Audio-Visual Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Characterizing Audio Adversarial Examples Using Temporal Dependency Sep 28, 2018 Adversarial Defense Automatic Speech Recognition
— Unverified End-to-End Multi-Lingual Multi-Speaker Speech Recognition Sep 27, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Zero-shot Learning for Speech Recognition with Universal Phonetic Model Sep 27, 2018 speech-recognition Speech Recognition
— Unverified EXPLORATION OF EFFICIENT ON-DEVICE ACOUSTIC MODELING WITH NEURAL NETWORKS Sep 27, 2018 speech-recognition Speech Recognition
— Unverified Non-native children speech recognition through transfer learning Sep 25, 2018 speech-recognition Speech Recognition
— Unverified From Audio to Semantics: Approaches to end-to-end spoken language understanding Sep 24, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Low Frequency Adversarial Perturbation Sep 24, 2018 Denoising Speech Recognition
Code Code Available Hindi-English Code-Switching Speech Corpus Sep 24, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Perfect match: Improved cross-modal embeddings for audio-visual synchronisation Sep 21, 2018 Binary Classification Cross-Modal Retrieval
— Unverified Scene Text Recognition from Two-Dimensional Perspective Sep 18, 2018 Scene Text Recognition Semantic Segmentation
— Unverified Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Convolutional Neural Network Sep 17, 2018 Face Recognition image-classification
— Unverified Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Neural Network Algorithm Sep 17, 2018 Image Compression Novelty Detection
— Unverified End-to-end Audiovisual Speech Activity Detection with Bimodal Recurrent Neural Models Sep 12, 2018 Action Detection Activity Detection
— Unverified Isolated and Ensemble Audio Preprocessing Methods for Detecting Adversarial Examples against Automatic Speech Recognition Sep 11, 2018 Adversarial Attack Automatic Speech Recognition
— Unverified A proof that artificial neural networks overcome the curse of dimensionality in the numerical approximation of Black-Scholes partial differential equations Sep 7, 2018 image-classification Image Classification
— Unverified End-to-end speech recognition using lattice-free MMI Sep 6, 2018 speech-recognition Speech Recognition
— Unverified Pre-training on high-resource speech recognition improves low-resource speech-to-text translation Sep 5, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Étude de l'informativité des transcriptions : une approche basée sur le résumé automatique Sep 4, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified HASP: A High-Performance Adaptive Mobile Security Enhancement Against Malicious Speech Recognition Sep 4, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified LRS3-TED: a large-scale dataset for visual speech recognition Sep 3, 2018 Audio-Visual Speech Recognition speech-recognition
Code Code Available Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks Sep 2, 2018 speech-recognition Speech Recognition
Code Code Available Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks Aug 31, 2018 Speech Enhancement Speech Recognition
Code Code Available AISHELL-2: Transforming Mandarin ASR Research Into Industrial Scale Aug 31, 2018 Chinese Word Segmentation speech-recognition
— Unverified End-to-end Speech Recognition with Adaptive Computation Steps Aug 30, 2018 Decoder speech-recognition
— Unverified Learning to adapt: a meta-learning approach for speaker adaptation Aug 30, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Mean Field Analysis of Neural Networks: A Central Limit Theorem Aug 28, 2018 Speech Recognition
— Unverified Augmenting Bottleneck Features of Deep Neural Network Employing Motor State for Speech Recognition at Humanoid Robots Aug 27, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified WiSeBE: Window-based Sentence Boundary Evaluation Aug 27, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Large Margin Neural Language Model Aug 27, 2018 Language Modeling Language Modelling
— Unverified Role of Intonation in Scoring Spoken English Aug 23, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Fast Spectrogram Inversion using Multi-head Convolutional Neural Networks Aug 20, 2018 speech-recognition Speech Recognition
— Unverified Linked Recurrent Neural Networks Aug 19, 2018 Document Classification Machine Translation
— Unverified Identifying Implementation Bugs in Machine Learning based Image Classifiers using Metamorphic Testing Aug 16, 2018 BIG-bench Machine Learning speech-recognition
— Unverified Computing Word Classes Using Spectral Clustering Aug 16, 2018 Clustering Dependency Parsing
— Unverified Neural Architecture Search: A Survey Aug 16, 2018 Machine Translation Neural Architecture Search
Code Code Available Toward domain-invariant speech recognition via large scale training Aug 16, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
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