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SLT 2016: all accepted papers

105 papers · page 1 of 2 · the most cited first · ← SLT 2016

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  1. Deep neural network-based speaker embeddings for end-to-end speaker verification ↗David Snyder, Pegah Ghahremani, Daniel Povey et al.352 citations
  2. End-to-End attention based text-dependent speaker verification ↗Shi-Xiong Zhang, Zhuo Chen, Yong Hui Zhao et al.155 citations
  3. Intent detection using semantically enriched word embeddings ↗Joo-Kyung Kim, Gökhan Tür, Aslı Çelikyılmaz et al.100 citations
  4. Discriminative multiple sound source localization based on deep neural networks using independent location model ↗Ryu Takeda, Kazunori Komatani93 citations
  5. Max-pooling loss training of long short-term memory networks for small-footprint keyword spotting ↗Ming Sun, Anirudh Raju, George Tucker et al.87 citations
  6. The MGB-2 challenge: Arabic multi-dialect broadcast media recognitionAhmed M. Abdelatty Ali, Peter Bell, James Glass et al.87 citations · our summary
  7. Very deep convolutional neural networks for robust speech recognition ↗Yanmin Qian, Philip C. Woodland82 citations
  8. An overview of end-to-end language understanding and dialog management for personal digital assistants ↗Ruhi Sarikaya, P. A. Crook, Alex Marin et al.71 citations
  9. Discriminative acoustic word embeddings: Tecurrent neural network-based approaches ↗Shane Settle, Karen Livescu68 citations
  10. Speech vs. text: A comparative analysis of features for depression detection systems ↗Michelle Renee Morales, Rivka Levitan68 citations
  11. Speech enhancement using Long Short-Term Memory based recurrent Neural Networks for noise robust Speaker Verification ↗Morten Kolbæk, Zheng‐Hua Tan, Jesper Jensen63 citations
  12. Recognizing emotions in spoken dialogue with hierarchically fused acoustic and lexical features ↗Leimin Tian, Johanna D. Moore, Catherine Lai60 citations
  13. Syntax or semantics? knowledge-guided joint semantic frame parsing ↗Yun-Nung Chen, Dilek Hakanni-Tur, Gökhan Tür et al.52 citations
  14. QCRI advanced transcription system (QATS) for the Arabic Multi-Dialect Broadcast media recognition: MGB-2 challenge ↗Sameer Khurana, Ahmed M. Abdelatty Ali51 citations
  15. The fifth dialog state tracking challenge ↗Seokhwan Kim, Luis Fernando D’Haro, Rafael E. Banchs et al.49 citations
  16. Jointly learning to align and convert graphemes to phonemes with neural attention models ↗Shubham Toshniwal, Karen Livescu41 citations
  17. Further optimisations of constant Q cepstral processing for integrated utterance and text-dependent speaker verification ↗Héctor Delgado, Massimiliano Todisco, Md Sahidullah et al.36 citations
  18. A prioritized grid long short-term memory RNN for speech recognition ↗Wei-Ning Hsu, Yu Zhang, James Glass34 citations
  19. Punctuated transcription of multi-genre broadcasts using acoustic and lexical approaches ↗Ondřej Klejch, Peter Bell, Steve J. Renals34 citations
  20. Modelling speaker and channel variability using deep neural networks for robust speaker verification ↗Gautam Bhattacharya, Jahangir Alam, Patrick Kenn et al.31 citations
  21. A multichannel convolutional neural network for cross-language dialog state tracking ↗Hongjie Shi, Takashi Ushio, Mitsuru Endo et al.30 citations
  22. Quaternion Neural Networks for Spoken Language Understanding ↗Titouan Parcollet, Mohamed Morchid, Pierre-Michel Bousquet et al.30 citations
  23. Towards acoustic model unification across dialects ↗Mohamed G. Elfeky, Meysam Bastani, Xavier Velez et al.30 citations
  24. Batch-normalized joint training for DNN-based distant speech recognition ↗Mirco Ravanelli, Philémon Brakel, Maurizio Omologo et al.28 citations
  25. Look, listen, and decode: Multimodal speech recognition with images ↗Felix Sun, David F. Harwath, James Glass26 citations
  26. Code-switching detection using multilingual DNNS ↗Emre Yılmaz, Henk van den Heuvel, David A. van Leeuwen22 citations
  27. Development of the MIT ASR system for the 2016 Arabic Multi-genre Broadcast Challenge ↗Tuka Alhanai, Wei-Ning Hsu, James Glass22 citations
  28. Optimizing neural network hyperparameters with Gaussian processes for dialog act classification ↗Franck Dernoncourt, Ji Young Lee22 citations
  29. Dialog state tracking with attention-based sequence-to-sequence learning ↗Takaaki Hori, Hai Wang, Chiori Hori et al.18 citations
  30. LIUM ASR systems for the 2016 Multi-Genre Broadcast Arabic challenge ↗Natalia Tomashenko, Kévin Vythelingum, Anthony Rousseau et al.18 citations
  31. Learning utterance-level normalisation using Variational Autoencoders for robust automatic speech recognition ↗Shawn Tan, Khe Chai Sim18 citations
  32. Phonetic content impact on Forensic Voice Comparison ↗Ajili. Moez, Jean-François Bonastre, Waad Ben Kheder et al.18 citations
  33. Voice search language model adaptation using contextual information ↗Justin Scheiner, Ian Williams, Petar S. Aleksic18 citations
  34. Performance monitoring for automatic speech recognition in noisy multi-channel environments ↗Bernd T. Meyer, Sri Harish Mallidi, Angel Mario Castro Martínez et al.17 citations
  35. Contextual language model adaptation using dynamic classes ↗Lucy Vasserman, Ben Haynor, Petar S. Aleksic16 citations
  36. Speaker independent diarization for child language environment analysis using deep neural networks ↗Maryam Najafian, John H. L. Hansen16 citations
  37. F0 transformation techniques for statistical voice conversion with direct waveform modification with spectral differential ↗Kazuhiro Kobayashi, Tomoki Toda, Satoshi Nakamura15 citations
  38. Hierarchical attention model for improved machine comprehension of spoken content ↗Wei Fang, Juei-Yang Hsu, Hung-yi Lee et al.15 citations
  39. Multilingual BLSTM and speaker-specific vector adaptation in 2016 but babel system ↗Martin Karafiát, Murali Karthick Baskar, Pavel Matějka et al.15 citations
  40. Automatic turn segmentation for Movie & TV subtitles ↗Pierre Lison, Raveesh Meena14 citations
  41. Neural dialog state tracker for large ontologies by attention mechanism ↗Youngsoo Jang, Jiyeon Ham, Byung-Jun Lee et al.14 citations
  42. Automated structure discovery and parameter tuning of neural network language model based on evolution strategy ↗Tomohiro Tanaka, Takafumi Moriya, Takahiro Shinozaki et al.13 citations
  43. Toward human-assisted lexical unit discovery without text resources ↗Chris D. Bartels, Wen Wang, Vikramjit Mitra et al.13 citations
  44. DialPort: Connecting the spoken dialog research community to real user data ↗Tiancheng Zhao, Kyusong Lee, Maxine Eskénazi12 citations
  45. Iterative training of a DPGMM-HMM acoustic unit recognizer in a zero resource scenario ↗Michael C. Heck, Sakriani Sakti, Satoshi Nakamura12 citations
  46. Audio-visual speech activity detection in a two-speaker scenario incorporating depth information from a profile or frontal view ↗Spyridon Thermos, Gerasimos Potamianos11 citations
  47. Blind speech segmentation using spectrogram image-based features and Mel cepstral coefficients ↗Adriana Stan, Cassia Valentini-Botinhao, Bogdan Orza et al.11 citations
  48. Extractive speech summarization leveraging convolutional neural network techniques ↗Chun-I Tsai, Hsiao-Tsung Hung, Kuan‐Yu Chen et al.11 citations
  49. High quality agreement-based semi-supervised training data for acoustic modeling ↗Félix de Chaumont Quitry, Asa Oines, Pedro J. Moreno et al.11 citations
  50. A robust diarization system for measuring dominance in Peer-Led Team Learning groups ↗Harishchandra Dubey, Abhijeet Sangwan, John H. L. Hansen10 citations
  51. Automatic optimization of data perturbation distributions for multi-style training in speech recognition ↗Mortaza Doulaty, Richard Cameron Rose, Olivier Siohan10 citations
  52. Dynamic adjustment of language models for automatic speech recognition using word similarity ↗Anna Currey, Irina Illina, Dominique Fohr10 citations
  53. Environmentally robust audio-visual speaker identification ↗Lea Schönherr, Dennis Orth, Martin Heckmann et al.10 citations
  54. Parallel Long Short-Term Memory for multi-stream classification ↗Mohamed Bouaziz, Mohamed Morchid, Richard Dufour et al.10 citations
  55. Approaches for language identification in mismatched environments ↗Shahan C. Nercessian, Pedro A. Torres‐Carrasquillo, Gabriel Martinez-Montes9 citations
  56. Unsupervised context learning for speech recognition ↗Assaf Hurwitz Michaely, Mohammadreza Ghodsi, Zelin Wu et al.9 citations
  57. Automatic plagiarism detection for spoken responses in an assessment of English language proficiency ↗Xinhao Wang, Keelan Evanini, James V. Bruno et al.8 citations
  58. Deep neural network driven mixture of PLDA for robust i-vector speaker verification ↗Na Li, Man‐Wai Mak, Jen‐Tzung Chien8 citations
  59. Analysis of the DNN-based SRE systems in multi-language conditions ↗Ondřej Novotný, Pavel Matějka, Ondřej Glembek et al.7 citations
  60. Deep learning with maximal figure-of-merit cost to advance multi-label speech attribute detection ↗Ivan Kukanov, Ville Hautamäki, Sabato Marco Siniscalchi et al.7 citations
  61. End-to-end training approaches for discriminative segmental models ↗Hao Tang, Weiran Wang, Kevin Gimpel et al.7 citations
  62. Abstractive headline generation for spoken content by attentive recurrent neural networks with ASR error modeling ↗Lang-Chi Yu, Hung-yi Lee, Lin-shan Lee6 citations
  63. DNN adaptation for recognition of children speech through automatic utterance selection ↗Marco Matassoni, Daniele Falavigna, Diego Giuliani6 citations
  64. Multimodal deep neural nets for detecting humor in TV sitcoms ↗Dario Bertero, Pascale Fung6 citations
  65. Semantic model for fast tagging of word lattices ↗Leonid Velikovich6 citations
  66. A study of speech distortion conditions in real scenarios for speech processing applications ↗Dayana Ribas, Emmanuel Vincent A, José Ramón Calvo5 citations
  67. Evaluation and calibration of Lombard effects in speaker verification ↗Finnian Kelly, John H. L. Hansen5 citations
  68. Multi-lingual deep neural networks for language recognition ↗Luis Murphy Marcos, Frederick Richardson5 citations
  69. Analysis of user behavior with multimodal virtual customer service agents ↗Ian Beaver, Cynthia Freeman4 citations
  70. Automated optimization of decoder hyper-parameters for online LVCSR ↗Akshay Chandrashekaran, Ian Richard Lane4 citations
  71. Deep bottleneck features and sound-dependent i-vectors for simultaneous recognition of speech and environmental sounds ↗Sakriani Sakti, Seiji Kawanishi, Graham Neubig et al.4 citations
  72. Entropy-based pruning of hidden units to reduce DNN parameters ↗Gautam Mantena, Khe Chai Sim4 citations
  73. Pre-filtered dynamic time warping for posteriorgram based keyword search ↗Gözde Çetinkaya, Batuhan Gündoğdu, Murat Saraçlar4 citations
  74. Recurrent convolutional neural networks for structured speech act tagging ↗Takashi Ushio, Hongjie Shi, Mitsuru Endo et al.4 citations
  75. Sequence training and adaptation of highway deep neural networks ↗Liang Lu4 citations
  76. The NDSC transcription system for the 2016 multi-genre broadcast challenge ↗Xukui Yang, Dan Qu, Wenlin Zhang et al.4 citations
  77. Towards a virtual personal assistant based on a user-defined portfolio of multi-domain vocal applications ↗Tatiana Ekeinhor-Komi, Jean-Léon Bouraoui, Romain Laroche et al.4 citations
  78. Weakly supervised user intent detection for multi-domain dialogues ↗Ming Sun, Aasish Pappu, Yun-Nung Chen et al.4 citations
  79. Attribute based shared hidden layers for cross-language knowledge transfer ↗Vipul Arora, Aditi Lahiri, Henning Reet3 citations
  80. Deep neural network based acoustic model parameter reduction using manifold regularized low rank matrix factorization ↗Hoon Chung, Jeom Ja Kang, Ki Young Park et al.3 citations
  81. I-Vector estimation as auxiliary task for Multi-Task Learning based acoustic modeling for automatic speech recognition ↗Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit3 citations
  82. Influence of corpus size and content on the perceptual quality of a unit selection MaryTTS voice ↗Florian Hinterleitner, Benjamin Weiß, Sebastian Möller3 citations
  83. Low-rank bases for factorized hidden layer adaptation of DNN acoustic models ↗Lahiru Samarakoon, Khe Chai Sim3 citations
  84. Median-based generation of synthetic speech durations using a non-parametric approach ↗Srikanth Ronanki, Oliver Watts, Simon King et al.3 citations
  85. Robust utterance classification using multiple classifiers in the presence of speech recognition errors ↗Takeshi Homma, Kazuaki Shima, Takuya Matsumoto3 citations
  86. The MSIIP system for dialog state tracking challenge 5 ↗Ying Su, Miao Li, Ji Yi Wu3 citations
  87. Adaptation of SVM for MIL for inferring the polarity of movies and movie reviews ↗Joana Correia, Isabel M. Trancoso, Bhiksha Raj2 citations
  88. BBN technologies' OpenSAD system ↗Scott Novotney, Damianos Karakos, Jan Silovský et al.2 citations
  89. Boosting performance on low-resource languages by standard corpora: An analysis ↗František Grézl, Martin Karafiát2 citations
  90. Comparing speaker independent and speaker adapted classification for word prominence detection ↗Andrea Schnall, Martin Heckmann2 citations
  91. Incrementally learn the relevance of words in a dictionary for spoken language acquisition ↗Vincent Renkens, Vikrant Singh Tomar, Hugo Van hamme2 citations
  92. Tracking dialog states using an Author-Topic based representation ↗Richard Dufour, Mohamed Morchid, Titouan Parcollet2 citations
  93. A factor analysis model of sequences for language recognition ↗Mohamed Kamal Omar1 citation
  94. A log-linear weighting approach in the Word2vec space for spoken language understanding ↗Killian Janod, Mohamed Morchid, Richard Dufour et al.1 citation
  95. An unsupervised vocabulary selection technique for Chinese automatic speech recognition ↗Yike Zhang, Pengyuan Zhang, Li Ta et al.1 citation
  96. Improving multi-stream classification by mapping sequence-embedding in a high dimensional space ↗Mohamed Bouaziz, Mohamed Morchid, Richard Dufour et al.1 citation
  97. Learning dialogue dynamics with the method of moments ↗Merwan Barlier, Romain Laroche, Olivier Pietquin1 citation
  98. Unsupervised k-means clustering based out-of-set candidate selection for robust open-set language recognition ↗Qian Zhang, John H. L. Hansen1 citation
  99. A nonparametric Bayesian approach for automatic discovery of a lexicon and acoustic units ↗Amir Hossein Harati Nejad Torbati, Joseph Picone
  100. Improved prediction of the accent gap between speakers of English for individual-based clustering of World Englishes ↗Shiozawa Fumiya, Daisuke Saito, Nobuaki Minematsu

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