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Interspeech 2013: all accepted papers

747 papers · page 1 of 8 · the most cited first · ← Interspeech 2013

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  1. Speech enhancement based on deep denoising autoencoder ↗Xugang Lu, Yu Tsao, Shigeki Matsuda et al.834 citations
  2. The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism ↗Björn Wolfgang Schuller, Stefan Steidl, Anton M. Batliner et al.731 citations
  3. Sequence-discriminative training of deep neural networks ↗Karel Veselý, Arnab Kumar Ghoshal, Lukáš Burget et al.657 citations
  4. Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding ↗Grégoire Mesnil, Xiaodong He, Li Deng et al.413 citations
  5. Restructuring of deep neural network acoustic models with singular value decomposition ↗Jian Xue, Jinyu Li, Yifan Gong407 citations
  6. Exploring convolutional neural network structures and optimization techniques for speech recognition ↗Ossama Abdel‐Hamid, Li Deng, Dong Yu384 citations
  7. Recurrent neural networks for language understanding ↗Kaisheng Yao, Geoffrey Zweig, Mei-Yuh Hwang et al.315 citations
  8. Cross-entropy vs. squared error training: a theoretical and experimental comparison ↗Pavel Golik, Patrick Doetsch, Hermann Ney220 citations
  9. Improved feature processing for deep neural networks ↗Shakti P. Rath, Daniel Povey, Karel Veselý et al.187 citations
  10. Estimating phoneme class conditional probabilities from raw speech signal using convolutional neural networks ↗Dimitri Palaz, Ronan Collobert, Mathew Magimai.-Doss185 citations
  11. Spoofing and countermeasures for automatic speaker verification ↗Nicholas Evans, Tomi Kinnunen, Junichi Yamagishi160 citations
  12. Investigating voice quality as a speaker-independent indicator of depression and PTSD ↗Stefan J. Scherer, Giota Stratou, Jonathan S. Gratch et al.137 citations
  13. Evaluating speech features with the minimal-pair ABX task: analysis of the classical MFC/PLP pipeline ↗Thomas Schatz, Vijayaditya Peddinti, Francis Bach et al.134 citations
  14. An open-source state-of-the-art toolbox for broadcast news diarization ↗Mickaël Rouvier, Grégor Dupuy, Paul Gay et al.124 citations
  15. Voice conversion in high-order eigen space using deep belief nets ↗Toru Nakashika, Ryoichi Takashima, Tetsuya Takiguchi et al.121 citations
  16. Accurate and compact large vocabulary speech recognition on mobile devices ↗Xin Lei, Andrew Senior, Alexander Gruenstein et al.119 citations
  17. Speech activity detection on youtube using deep neural networks ↗Neville Ryant, Mark Liberman, Jiahong Yuan101 citations
  18. ALIZE 3.0 — open source toolkit for state-of-the-art speaker recognition ↗Anthony Larcher, Jean-François Bonastre, Benoît Fauve et al.98 citations
  19. I-vectors meet imitators: on vulnerability of speaker verification systems against voice mimicry ↗Rosa González Hautamäki, Tomi Kinnunen, Ville Hautamäki et al.95 citations
  20. Reverberant speech recognition based on denoising autoencoder ↗Takaaki Ishii, Hiroki Komiyama, Takahiro Shinozaki et al.90 citations
  21. Convergence of articulation rate in spontaneous speech ↗Antje Schweitzer, Natalie Lewandowski87 citations
  22. A new DNN-based high quality pronunciation evaluation for computer-aided language learning (CALL) ↗Wenping Hu, Yao Qian, Frank K. Soong78 citations
  23. Evaluation of speech-based protocol for detection of early-stage dementia ↗Aharon Satt, Alexander S. Sorin, Orith Ronen et al.77 citations
  24. Improvement of distant-talking speaker identification using bottleneck features of DNN ↗Takanori Yamada, Longbiao Wang, Atsuhiko Kai72 citations
  25. I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification ↗Haizhou Li, John H. L. Hansen, Jean-François Bonastre et al.71 citations
  26. Random subset feature selection in automatic recognition of developmental disorders, affective states, and level of conflict from speech ↗Okko Johannes Räsänen, Jouni Pohjalainen71 citations
  27. Improved models for automatic punctuation prediction for spoken and written text ↗Nicola Ueffing, Maximilian Bisani, Paul Vozila70 citations
  28. SMASH: a tool for articulatory data processing and analysis ↗Jordan R. Green, Jun Wang, David L. Wilson70 citations
  29. Text-dependent speaker recognition using PLDA with uncertainty propagation ↗Themos Stafylakis, Patrick J Kenny, Pierre Ouellet et al.69 citations
  30. The distribution of calibrated likelihood-ratios in speaker recognition ↗David A. van Leeuwen, Niko Brümmer68 citations
  31. A robust frontend for VAD: exploiting contextual, discriminative and spectral cues of human voice ↗Maarten Van Segbroeck, Andreas Tsiartas, Shrikanth S. Narayanan62 citations
  32. Joint spectral distribution modeling using restricted boltzmann machines for voice conversion ↗Ling-Hui Chen, Zhen-Hua Ling, Yan Song et al.62 citations
  33. Automatic evaluation of parkinson's speech — acoustic, prosodic and voice related cues ↗Tobias Bocklet, Stefan Steidl, Elmar Nöth et al.61 citations
  34. Combining in-domain and out-of-domain speech data for automatic recognition of disordered speech ↗Heidi Christensen, M. B. Aniol, Peter Bell et al.61 citations
  35. Deep belief network based semantic taggers for spoken language understanding ↗Anoop Deoras, Ruhi Sarikaya61 citations
  36. Improving low-resource CD-DNN-HMM using dropout and multilingual DNN training ↗Yajie Miao, Florian Metze61 citations
  37. Audio event classification using deep neural networks ↗Zvi Kons, Orith Ronen60 citations
  38. Leveraging knowledge graphs for web-scale unsupervised semantic parsing ↗Larry P. Heck, Dilek Zeynep Hakkani-Tür, Gökhan Tür60 citations
  39. Recurrent neural network based language model personalization by social network crowdsourcing ↗Tsung-Hsien Wen, Aaron Heidel, Hung-yi Lee et al.60 citations
  40. Using text and acoustic features to diagnose progressive aphasia and its subtypes ↗Kathleen Fraser, Frank Rudzicz, Elizabeth A. Rochon60 citations
  41. Automatic phonetic segmentation using boundary models ↗Jiahong Yuan, Neville Ryant, Mark Liberman et al.59 citations
  42. Semi-supervised GMM and DNN acoustic model training with multi-system combination and confidence re-calibration ↗Yan Huang, Dong Yu, Yifan Gong et al.59 citations
  43. The 2012 NIST speaker recognition evaluation ↗Craig S. Greenberg, Vincent M. Stanford, Alvin F. Martín et al.57 citations
  44. Speech enhancement with weighted denoising auto-encoder ↗Bing-yin Xia, Changchun Bao56 citations
  45. Intelligibility-enhancing speech modifications: the hurricane challenge ↗Martin P. Cooke, Catherine Mayo, Cassia Valentini-Botinhao53 citations
  46. Rapid and effective speaker adaptation of convolutional neural network based models for speech recognition ↗Ossama Abdel‐Hamid, Hui Jiang52 citations
  47. Modeling spectral variability for the classification of depressed speech ↗Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu et al.51 citations
  48. LAPSyd: lyon-albuquerque phonological systems database ↗Ian Maddieson, Sébastien Flavier, Egidio Marsico et al.50 citations
  49. Discriminative nonnegative dictionary learning using cross-coherence penalties for single channel source separation ↗Emad M. Grais, Hakan Erdoğan49 citations
  50. Dysarthric speech recognition using dysarthria-severity-dependent and speaker-adaptive models ↗Myung Jong Kim, Joohong Yoo, Hoirin Kim46 citations
  51. The IBM speech activity detection system for the DARPA RATS program ↗George Saon, Samuel Thomas, Hagen Soltau et al.46 citations
  52. A new speaker verification spoofing countermeasure based on local binary patterns ↗Federico Alegre, Ravichander Vipperla, Asmaa Amehraye et al.45 citations
  53. A scalable approach to using DNN-derived features in GMM-HMM based acoustic modeling for LVCSR ↗Zhijie Yan, Qiang Huo, Jian Feng Xu44 citations
  54. Automated speech scoring for non-native middle school students with multiple task types ↗Keelan Evanini, Xinhao Wang44 citations
  55. Classification of depression state based on articulatory precision ↗Brian S. Helfer, Thomas Francis Quatieri, James R. Williamson et al.44 citations
  56. Modeling therapist empathy and vocal entrainment in drug addiction counseling ↗Bo Xiao, Panayiotis Georgiou, Zac E. Imel et al.44 citations
  57. Recognizing words across regional accents: the role of perceptual assimilation in lexical competition ↗Catherine T. Best, Jason Anthony Shaw, Elizabeth M. Clancy44 citations
  58. Automatic human utility evaluation of ASR systems: does WER really predict performance? ↗Benoît Favre, Kyla Cheung, Siavash Kazemian et al.43 citations
  59. Is speech enhancement pre-processing still relevant when using deep neural networks for acoustic modeling? ↗Marc Delcroix, Yotaro Kubo, Tomohiro Nakatani et al.43 citations
  60. Robust and accurate features for detecting and diagnosing autism spectrum disorders ↗Meysam Asgari, Alireza Bayestehtashk, Izhak Shafran J43 citations
  61. Semantic parsing using word confusion networks with conditional random fields ↗Gökhan Tür, Anoop Deoras, Dilek Zeynep Hakkani-Tür43 citations
  62. Speaker and noise independent voice activity detection ↗François G. Germain, Dennis L. Sun, Gautham J. Mysore43 citations
  63. Expressive speech synthesis in MARY TTS using audiobook data and emotionML ↗Marcela Charfuelàn, Ingmar Steiner42 citations
  64. A noise-robust system for NIST 2012 speaker recognition evaluation ↗Luciana Ferrer, Mitchell McLaren, Nicolas Scheffer et al.41 citations
  65. All for one: feature combination for highly channel-degraded speech activity detection ↗Martin Graciarena, Abeer A. Alwan, Daniel P. W. Ellis et al.41 citations
  66. Analysis of emotional speech at subsegmental level ↗Paidi Gangamohan, Sudarsana Reddy Kadiri, B. Yegnanarayana41 citations
  67. Timing responses to questions in dialogue ↗Sofia Strömbergsson, Anna Hjalmarsson, Jens Edlund et al.41 citations
  68. Detecting overlapping speech with long short-term memory recurrent neural networks ↗Jürgen T. Geiger, Florian Eyben, Björn Wolfgang Schuller et al.40 citations
  69. The interplay of linguistic structure and breathing in German spontaneous speech ↗Amélie Rochet‐Capellan, Susanne I. Fuchs39 citations
  70. Deep segmental neural networks for speech recognition ↗Ossama Abdel‐Hamid, Li Deng, Dong Yu et al.38 citations
  71. Simple, lexicalized choice of translation timing for simultaneous speech translation ↗Tomoki Fujita, Graham Neubig, Sakriani Sakti et al.38 citations
  72. Using group delay functions from all-pole models for speaker recognition ↗Padmanabhan Rajan, Tomi Kinnunen, Cemal Hanilçi et al.38 citations
  73. An investigation of spectral restoration algorithms for deep neural networks based noise robust speech recognition ↗Bo Li, Yu Tsao, Khe Chai Sim37 citations
  74. Detecting autism, emotions and social signals using adaboost ↗Gábor Gosztolya, Róbert Busa‐Fekete, László Tóth37 citations
  75. Likelihood-ratio calibration using prior-weighted proper scoring rules ↗Niko Brümmer, George R. Doddington37 citations
  76. Affect recognition in real-life acoustic conditions — a new perspective on feature selection ↗Florian Eyben, Felix Johannes Weninger, Björn Wolfgang Schuller36 citations
  77. CSLM — a modular open-source continuous space language modeling toolkit ↗Holger Schwenk35 citations
  78. “sure, i did the right thing”: a system for sarcasm detection in speech ↗Rachel Rakov, Andrew Rosenberg35 citations
  79. BUT BABEL system for spontaneous Cantonese ↗Martin Karafiát, František Grézl, Mirko Hannemann et al.34 citations
  80. Multilingual multilayer perceptron for rapid language adaptation between and across language families ↗Ngoc Thang Vu, Tanja Schultz34 citations
  81. On the calibration and fusion of heterogeneous spoken term detection systems ↗Alberto Abad, Luis Javier Rodríguez-Fuentes, Mikel Peñagarikano et al.34 citations
  82. Self-taught assistive vocal interfaces: an overview of the ALADIN project ↗Jort Florent Gemmeke, Bart Ons, Netsanet M. Tessema et al.34 citations
  83. TUNDRA: a multilingual corpus of found data for TTS research created with light supervision ↗Adriana Stan, Oliver Watts, Yoshitaka Mamiya et al.34 citations
  84. Velic coordination in French nasals: a real-time magnetic resonance imaging study ↗Michael Proctor, Louis M. Goldstein, Adam C. Lammert et al.34 citations
  85. Word frequency, vowel length and vowel quality in speech production: an EMA study of the importance of experience ↗Fabian Tomaschek, Martijn B. Wieling, Denis Arnold et al.34 citations
  86. Let me finish: automatic conflict detection using speaker overlap ↗Félix Grèzes, Justin Richards, Andrew Rosenberg33 citations
  87. Vocal tract cross-distance estimation from real-time MRI using region-of-interest analysis ↗Adam C. Lammert, Vikram Ramanarayanan, Michael Proctor et al.33 citations
  88. Ensemble of machine learning and acoustic segment model techniques for speech emotion and autism spectrum disorders recognition ↗Hung-yi Lee, Ting-Yao Hu, How Jing et al.32 citations
  89. Foreign accent detection from spoken Finnish using i-vectors ↗Hamid Behravan, Ville Hautamäki, Tomi Kinnunen32 citations
  90. Methodologies for the evaluation of speaker diarization and automatic speech recognition in the presence of overlapping speech ↗Olivier Galibert31 citations
  91. Vulnerability evaluation of speaker verification under voice conversion spoofing: the effect of text constraints ↗Zhizheng Wu, Anthony Larcher, Kong Aik Lee et al.31 citations
  92. A blind segmentation approach to acoustic event detection based on i-vector ↗Zhen Huang, You-Chi Cheng, Kehuang Li et al.30 citations
  93. Exemplar-based unit selection for voice conversion utilizing temporal information ↗Zhizheng Wu, Tuomas I. Virtanen, Tomi Kinnunen et al.30 citations
  94. Lexical stress detection for L2 English speech using deep belief networks ↗Kun Li, Xiaojun Qian, Shiyin Kang et al.30 citations
  95. Modular combination of deep neural networks for acoustic modeling ↗Jonas Gehring, Wonkyum Lee, Kevin Kilgour et al.30 citations
  96. Non-negative tensor factorisation of modulation spectrograms for monaural sound source separation ↗Tom Barker, Tuomas I. Virtanen30 citations
  97. A sequential repetition model for improved disfluency detection ↗Mari Ostendorf, Sangyun Hahn29 citations
  98. Acoustic-prosodic, turn-taking, and language cues in child-psychologist interactions for varying social demand ↗Daniel Bone, Chi-Chun Lee, Theodora Chaspari et al.29 citations
  99. Damped oscillator cepstral coefficients for robust speech recognition ↗Vikramjit Mitra, Horacio Franco, Martin Graciarena29 citations
  100. Paralinguistic event detection from speech using probabilistic time-series smoothing and masking ↗Rahul Gupta, Kartik Audhkhasi, Sungbok Lee et al.29 citations

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