Sound

Authors and titles for recent submissions

• Thu, 21 May 2020
• Wed, 20 May 2020
• Tue, 19 May 2020
• Mon, 18 May 2020
• Fri, 15 May 2020

Thu, 21 May 2020

[1]  arXiv:2005.10228 [pdf, other]

Title: Sparsity-based audio declipping methods: overview, new algorithms, and large-scale evaluation

Authors: Clément Gaultier (PANAMA), Srđan Kitić, Rémi Gribonval (PANAMA, DANTE), Nancy Bertin (PANAMA)

Comments: arXiv admin note: text overlap with arXiv:1711.11259

Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS); Signal Processing (eess.SP)

[2]  arXiv:2005.09966 [pdf, other]

Title: SADDEL: Joint Speech Separation and Denoising Model based on Multitask Learning

Authors: Yuan-Kuei Wu, Chao-I Tuan, Hung-yi Lee, Yu Tsao

Comments: The two first authors made equal contributions

Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)

[3]  arXiv:2005.10113 (cross-list from eess.AS) [pdf, other]

Title: A Comparison of Label-Synchronous and Frame-Synchronous End-to-End Models for Speech Recognition

Authors: Linhao Dong, Cheng Yi, Jianzong Wang, Shiyu Zhou, Shuang Xu, Xueli Jia, Bo Xu

Comments: 4 pages, 2 figures

Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)

[4]  arXiv:2005.10089 (cross-list from eess.AS) [pdf, other]

Title: Investigation of Large-Margin Softmax in Neural Language Modeling

Authors: Jingjing Huo, Yingbo Gao, Weiyue Wang, Ralf Schlüter, Hermann Ney

Comments: submitted to INTERSPEECH2020

Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)

[5]  arXiv:2005.10049 (cross-list from eess.AS) [pdf, ps, other]

Title: Early Stage LM Integration Using Local and Global Log-Linear Combination

Authors: Wilfried Michel, Ralf Schlüter, Hermann Ney

Comments: Submitted to Interspeech 2020

Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Machine Learning (cs.LG); Sound (cs.SD); Machine Learning (stat.ML)

[6]  arXiv:2005.09986 (cross-list from eess.AS) [pdf, other]

Title: Evaluating Features and Metrics for High-Quality Simulation of Early Vocal Learning of Vowels

Authors: Branislav Gerazov, Daniel van Niekerk, Anqi Xu, Paul Konstantin Krug, Peter Birkholz, Yi Xu

Comments: Submitted to INTERSPEECH 2020

Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)

[7]  arXiv:2005.09940 (cross-list from eess.AS) [pdf, other]

Title: Relative Positional Encoding for Speech Recognition and Direct Translation

Authors: Ngoc-Quan Pham, Thanh-Le Ha, Tuan-Nam Nguyen, Thai-Son Nguyen, Elizabeth Salesky, Sebastian Stueker, Jan Niehues, Alexander Waibel

Comments: Submitted to Interspeech 2020

Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)

[8]  arXiv:2005.09921 (cross-list from eess.AS) [pdf, other]

Title: End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors

Authors: Shota Horiguchi, Yusuke Fujita, Shinji Watanabe, Yawen Xue, Kenji Nagamatsu

Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)

[9]  arXiv:2005.09913 (cross-list from eess.AS) [pdf, other]

Title: Statistical and Neural Network Based Speech Activity Detection in Non-Stationary Acoustic Environments

Authors: Jens Heitkaemper, Joerg Schmalenstroeer, Reinhold Haeb-Umbach

Comments: Submitted to Interspeech 2020

Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)

[10]  arXiv:2005.09873 (cross-list from eess.AS) [pdf, other]

Title: Consistent ICA: Determined BSS meets spectrogram consistency

Authors: Kohei Yatabe

Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD); Signal Processing (eess.SP)

[11]  arXiv:2005.09862 (cross-list from eess.AS) [pdf, other]

Title: A Further Study of Unsupervised Pre-training for Transformer Based Speech Recognition

Authors: Dongwei Jiang, Wubo Li, Ruixiong Zhang, Miao Cao, Ne Luo, Yang Han, Wei Zou, Xiangang Li

Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)

[12]  arXiv:2005.09843 (cross-list from eess.AS) [pdf, ps, other]

Title: Jointly optimal denoising, dereverberation, and source separation

Authors: Tomohiro Nakatani, Christoph Boeddeker, Keisuke Kinoshita, Rintaro Ikeshita, Marc Delcroix, Reinhold Haeb-Umbach

Comments: Submitted to IEEE/ACM Trans. Audio, Speech, and Language Processing on 12 Feb 2020

Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)

[13]  arXiv:2005.09834 (cross-list from cs.HC) [pdf, other]

Title: Exploring Recurrent, Memory and Attention Based Architectures for Scoring Interactional Aspects of Human-Machine Text Dialog

Authors: Vikram Ramanarayanan, Matthew Mulholland, Debanjan Ghosh

Subjects: Human-Computer Interaction (cs.HC); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[14]  arXiv:2005.09824 (cross-list from eess.AS) [pdf, other]

Title: PyChain: A Fully Parallelized PyTorch Implementation of LF-MMI for End-to-End ASR

Authors: Yiwen Shao, Yiming Wang, Daniel Povey, Sanjeev Khudanpur

Comments: Submtted to Interspeech 2020

Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)

[15]  arXiv:2005.09768 (cross-list from eess.AS) [pdf, ps, other]

Title: Perceptual similarity between piano notes: Simulations with a template-based perception model

Authors: Alejandro Osses Vecchi, Armin Kohlrausch

Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)

[16]  arXiv:2005.09756 (cross-list from eess.AS) [pdf, other]

Title: Improving Proper Noun Recognition in End-to-End ASR By Customization of the MWER Loss Criterion

Authors: Cal Peyser, Tara N. Sainath, Golan Pundak

Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)

[17]  arXiv:2005.09684 (cross-list from eess.AS) [pdf, other]

Title: Exploring Transformers for Large-Scale Speech Recognition

Authors: Liang Lu, Changliang Liu, Jinyu Li, Yifan Gong

Comments: 5 pages, 1 figure

Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)

Wed, 20 May 2020 (showing first 8 of 12 entries)

[18]  arXiv:2005.09242 [pdf, other]

Title: Competitive Wakeup Scheme for Distributed Devices

Authors: Lu Ma, Haiping Zhang, Pei Zhao, Tengrong Su

Comments: sumbitted to INTERSPEECH2020

Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[19]  arXiv:2005.09238 [pdf, other]

Title: A Lite Microphone Array Beamforming Scheme with Maximum Signal-to-Noise Ratio Filter

Authors: Lu Ma, Xin Zhao, Pei Zhao, Tengrong Su

Comments: submitted to INTERSPEECH2020

Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[20]  arXiv:2005.09237 [pdf, other]

Title: Acoustic Echo Cancellation by Combining Adaptive Digital Filter and Recurrent Neural Network

Authors: Lu Ma, Hua Huang, Pei Zhao, Tengrong Su

Comments: submitted to INTERSPEECH2020

Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[21]  arXiv:2005.08944 [src]

Title: Saving the Sonorine: Audio Recovery Using Image Processing and Computer Vision

Authors: Kai Ji (Kevin) Feng, Adam Finkelstein

Comments: Removing a co-author. The co-author did not contribute to the preparation of the manuscript, only background information and advice

Subjects: Sound (cs.SD); Computer Vision and Pattern Recognition (cs.CV); Graphics (cs.GR); Audio and Speech Processing (eess.AS)

[22]  arXiv:2005.09525 (cross-list from cs.CV) [pdf, other]

Title: Toward Automated Classroom Observation: Multimodal Machine Learning to Estimate CLASS Positive Climate and Negative Climate

Authors: Anand Ramakrishnan, Brian Zylich, Erin Ottmar, Jennifer LoCasale-Crouch, Jacob Whitehill

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[23]  arXiv:2005.09463 (cross-list from eess.AS) [pdf, other]

Title: Learning Joint Articulatory-Acoustic Representations with Normalizing Flows

Authors: Pramit Saha, Sidney Fels

Comments: 5 pages, 4 figures

Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD); Machine Learning (stat.ML)

[24]  arXiv:2005.09394 (cross-list from eess.AS) [pdf, other]

Title: Enhancing Monotonic Multihead Attention for Streaming ASR

Authors: Hirofumi Inaguma, Masato Mimura, Tatsuya Kawahara

Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Machine Learning (cs.LG); Sound (cs.SD)

[25]  arXiv:2005.09310 (cross-list from cs.LG) [pdf, other]

Title: Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition

Authors: Yan Gao, Titouan Parcollet, Nicholas Lane

Subjects: Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS); Machine Learning (stat.ML)

• Thu, 21 May 2020
• Wed, 20 May 2020
• Tue, 19 May 2020
• Mon, 18 May 2020
• Fri, 15 May 2020