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🗒 Learning Transposition-Invariant Interval Features from Symbolic Music and Audio
👥 Stefan Lattner, Maarten Grachten, Gerhard Widmer
📗 PDF
🗒 Towards Automated Single Channel Source Separation using Neural Networks
👥 Arpita Gang, Pravesh Biyani, Akshay Soni
📗 PDF
🗒 Synthesizing Diverse, High-Quality Audio Textures
👥 Joseph Antognini, Matt Hoffman, Ron J. Weiss
📗 PDF
🗒 Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition
👥 Titouan Parcollet, Ying Zhang, Mohamed Morchid, Chiheb Trabelsi, Georges Linarès, Renato De Mori, Yoshua Bengio
📗 PDF
🗒 A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification
👥 Eduardo Fonseca, Rong Gong, Xavier Serra
📗 PDF
🗒 Speaker Adapted Beamforming for Multi-Channel Automatic Speech Recognition
👥 Tobias Menne, Ralf Schlüter, Hermann Ney
📗 PDF
🗒 End-to-End Speech Recognition From the Raw Waveform
👥 Neil Zeghidour, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert, Emmanuel Dupoux
📗 PDF
🗒 Frequency domain variants of velvet noise and their application to speech processing and synthesis: with appendices
👥 Hideki Kawahara, Ken-Ichi Sakakibara, Masanori Morise, Hideki Banno, Tomoki Toda, Toshio Irino
📗 PDF
🗒 A Weighted Superposition of Functional Contours Model for Modelling Contextual Prominence of Elementary Prosodic Contours
👥 Branislav Gerazov, Gérard Bailly, Yi Xu
📗 PDF
🗒 Towards an efficient deep learning model for musical onset detection
👥 Rong Gong, Xavier Serra
📗 PDF
🗒 Towards multi-instrument drum transcription
👥 Richard Vogl, Gerhard Widmer, Peter Knees
📗 PDF
🗒 Cover Song Synthesis by Analogy
👥 Christopher J. Tralie
📗 PDF
🗒 Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin
👥 Linhao Dong, Shiyu Zhou, Wei Chen, Bo Xu
📗 PDF
🗒 A 5-Dimensional Tonnetz for Nearly Symmetric Hexachords
👥 Vaibhav Mohanty
📗 PDF
🗒 Monaural source enhancement maximizing source-to-distortion ratio via automatic differentiation
👥 Hiroaki Nakajima, Yu Takahashi, Kazunobu Kondo, Yuji Hisaminato
📗 PDF
#Sound
AI Python & arXiv Channel
Sound
#Sound
🗒 Learning Transposition-Invariant Interval Features from Symbolic Music and Audio
👥 Stefan Lattner, Maarten Grachten, Gerhard Widmer
🗒 Towards Automated Single Channel Source Separation using Neural Networks
👥 Arpita Gang, Pravesh Biyani, Akshay Soni
🗒 Synthesizing Diverse, High-Quality Audio Textures
👥 Joseph Antognini, Matt Hoffman, Ron J. Weiss
🗒 Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition
👥 Titouan Parcollet, Ying Zhang, Mohamed Morchid, Chiheb Trabelsi, Georges Linarès, Renato De Mori, Yoshua Bengio
🗒 A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification
👥 Eduardo Fonseca, Rong Gong, Xavier Serra
🗒 Speaker Adapted Beamforming for Multi-Channel Automatic Speech Recognition
👥 Tobias Menne, Ralf Schlüter, Hermann Ney
🗒 End-to-End Speech Recognition From the Raw Waveform
👥 Neil Zeghidour, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert, Emmanuel Dupoux
🗒 Frequency domain variants of velvet noise and their application to speech processing and synthesis: with appendices
👥 Hideki Kawahara, Ken-Ichi Sakakibara, Masanori Morise, Hideki Banno, Tomoki Toda, Toshio Irino
🗒 A Weighted Superposition of Functional Contours Model for Modelling Contextual Prominence of Elementary Prosodic Contours
👥 Branislav Gerazov, Gérard Bailly, Yi Xu
🗒 Towards an efficient deep learning model for musical onset detection
👥 Rong Gong, Xavier Serra
🗒 Towards multi-instrument drum transcription
👥 Richard Vogl, Gerhard Widmer, Peter Knees
🗒 Cover Song Synthesis by Analogy
👥 Christopher J. Tralie
🗒 Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin
👥 Linhao Dong, Shiyu Zhou, Wei Chen, Bo Xu
🗒 A 5-Dimensional Tonnetz for Nearly Symmetric Hexachords
👥 Vaibhav Mohanty
🗒 Monaural source enhancement maximizing source-to-distortion ratio via automatic differentiation
👥 Hiroaki Nakajima, Yu Takahashi, Kazunobu Kondo, Yuji Hisaminato
#Sound
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5 of Latest Published Articles:
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#Sound
🗒 Text-Independent Speaker Verification Based on Deep Neural Networks and Segmental Dynamic Time Warping
👥 Mohamed Adel, Mohamed Afify, Akram Gaballah
📗 PDF
🗒 Conditioning Deep Generative Raw Audio Models for Structured Automatic Music
👥 Rachel Manzelli, Vijay Thakkar, Ali Siahkamari, Brian Kulis
📗 PDF
🗒 Frame-level Instrument Recognition by Timbre and Pitch
👥 Yun-Ning Hung, Yi-Hsuan Yang
📗 PDF
🗒 Sounderfeit: Cloning a Physical Model using a Conditional Adversarial Autoencoder
👥 Stephen Sinclair
📗 PDF
🗒 Convolutional Neural Networks to Enhance Coded Speech
👥 Ziyue Zhao, Huijun Liu, Tim Fingscheidt
📗 PDF
#Sound
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Sound
#Sound
🗒 Text-Independent Speaker Verification Based on Deep Neural Networks and Segmental Dynamic Time Warping
👥 Mohamed Adel, Mohamed Afify, Akram Gaballah
🗒 Conditioning Deep Generative Raw Audio Models for Structured Automatic Music
👥 Rachel Manzelli, Vijay Thakkar, Ali Siahkamari, Brian Kulis
🗒 Frame-level Instrument Recognition by Timbre and Pitch
👥 Yun-Ning Hung, Yi-Hsuan Yang
🗒 Sounderfeit: Cloning a Physical Model using a Conditional Adversarial Autoencoder
👥 Stephen Sinclair
🗒 Convolutional Neural Networks to Enhance Coded Speech
👥 Ziyue Zhao, Huijun Liu, Tim Fingscheidt
#Sound
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5 of Latest Published Articles:
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#Sound
🗒 Weakly Supervised Deep Recurrent Neural Networks for Basic Dance Step Generation
👥 Nelson Yalta, Shinji Watanabe, Kazuhiro Nakadai, Tetsuya Ogata
📗 PDF
🗒 Evaluating the Effects of Material Sonification in Tactile Devices
👥 Rodrigo Martín, Michael Weinmann, Matthias B. Hullin
📗 PDF
🗒 A Computational Study of the Role of Tonal Tension in Expressive Piano Performance
👥 Carlos Cancino-Chacón, Maarten Grachten
📗 PDF
🗒 Exploring End-to-End Techniques for Low-Resource Speech Recognition
👥 Vladimir Bataev, Maxim Korenevsky, Ivan Medennikov, Alexander Zatvornitskiy
📗 PDF
🗒 An energy-based generative sequence model for testing sensory theories of Western harmony
👥 Peter M. C. Harrison, Marcus T. Pearce
📗 PDF
#Sound
AI Python & arXiv Channel
Sound
#Sound
🗒 Weakly Supervised Deep Recurrent Neural Networks for Basic Dance Step Generation
👥 Nelson Yalta, Shinji Watanabe, Kazuhiro Nakadai, Tetsuya Ogata
🗒 Evaluating the Effects of Material Sonification in Tactile Devices
👥 Rodrigo Martín, Michael Weinmann, Matthias B. Hullin
🗒 A Computational Study of the Role of Tonal Tension in Expressive Piano Performance
👥 Carlos Cancino-Chacón, Maarten Grachten
🗒 Exploring End-to-End Techniques for Low-Resource Speech Recognition
👥 Vladimir Bataev, Maxim Korenevsky, Ivan Medennikov, Alexander Zatvornitskiy
🗒 An energy-based generative sequence model for testing sensory theories of Western harmony
👥 Peter M. C. Harrison, Marcus T. Pearce
#Sound
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🗒 Phase reconstruction from amplitude spectrograms based on von-Mises-distribution deep neural network
👥 Shinnosuke Takamichi, Yuki Saito, Norihiro Takamune, Daichi Kitamura, Hiroshi Saruwatari
📗 PDF
🗒 Interpreting and Explaining Deep Neural Networks for Classification of Audio Signals
👥 Sören Becker, Marcel Ackermann, Sebastian Lapuschkin, Klaus-Robert Müller, Wojciech Samek
📗 PDF
🗒 On Training Recurrent Networks with Truncated Backpropagation Through Time in Speech Recognition
👥 Hao Tang, James Glass
📗 PDF
🗒 Foreign English Accent Adjustment by Learning Phonetic Patterns
👥 Fedor Kitashov, Elizaveta Svitanko, Debojyoti Dutta
📗 PDF
🗒 Approximate k-space models and Deep Learning for fast photoacoustic reconstruction
👥 Andreas Hauptmann, Ben Cox, Felix Lucka, Nam Huynh, Marta Betcke, Paul Beard, Simon Arridge
📗 PDF
#Sound
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Sound
#Sound
🗒 Phase reconstruction from amplitude spectrograms based on von-Mises-distribution deep neural network
👥 Shinnosuke Takamichi, Yuki Saito, Norihiro Takamune, Daichi Kitamura, Hiroshi Saruwatari
🗒 Interpreting and Explaining Deep Neural Networks for Classification of Audio Signals
👥 Sören Becker, Marcel Ackermann, Sebastian Lapuschkin, Klaus-Robert Müller, Wojciech Samek
🗒 On Training Recurrent Networks with Truncated Backpropagation Through Time in Speech Recognition
👥 Hao Tang, James Glass
🗒 Foreign English Accent Adjustment by Learning Phonetic Patterns
👥 Fedor Kitashov, Elizaveta Svitanko, Debojyoti Dutta
🗒 Approximate k-space models and Deep Learning for fast photoacoustic reconstruction
👥 Andreas Hauptmann, Ben Cox, Felix Lucka, Nam Huynh, Marta Betcke, Paul Beard, Simon Arridge
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🗒 Auto-adaptive Resonance Equalization using Dilated Residual Networks
👥 Maarten Grachten, Emmanuel Deruty, Alexandre Tanguy
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🗒 Unified Hypersphere Embedding for Speaker Recognition
👥 Mahdi Hajibabaei, Dengxin Dai
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🗒 Multi-scale Alignment and Contextual History for Attention Mechanism in Sequence-to-sequence Model
👥 Andros Tjandra, Sakriani Sakti, Satoshi Nakamura
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🗒 Phonetic-and-Semantic Embedding of Spoken Words with Applications in Spoken Content Retrieval
👥 Yi-Chen Chen, Sung-Feng Huang, Chia-Hao Shen, Hung-yi Lee, Lin-shan Lee
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🗒 A Fully Convolutional Neural Network Approach to End-to-End Speech Enhancement
👥 Frank Longueira, Sam Keene
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Sound
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🗒 Auto-adaptive Resonance Equalization using Dilated Residual Networks
👥 Maarten Grachten, Emmanuel Deruty, Alexandre Tanguy
🗒 Unified Hypersphere Embedding for Speaker Recognition
👥 Mahdi Hajibabaei, Dengxin Dai
🗒 Multi-scale Alignment and Contextual History for Attention Mechanism in Sequence-to-sequence Model
👥 Andros Tjandra, Sakriani Sakti, Satoshi Nakamura
🗒 Phonetic-and-Semantic Embedding of Spoken Words with Applications in Spoken Content Retrieval
👥 Yi-Chen Chen, Sung-Feng Huang, Chia-Hao Shen, Hung-yi Lee, Lin-shan Lee
🗒 A Fully Convolutional Neural Network Approach to End-to-End Speech Enhancement
👥 Frank Longueira, Sam Keene
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🗒 Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks
👥 Emad M. Grais, Hagen Wierstorf, Dominic Ward, Russell Mason, Mark D. Plumbley
📗 PDF
🗒 Truly unsupervised acoustic word embeddings using weak top-down constraints in encoder-decoder models
👥 Herman Kamper
📗 PDF
🗒 End-to-end Models with auditory attention in Multi-channel Keyword Spotting
👥 Haitong Zhang, Junbo Zhang, Yujun Wang
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👥 Haitong Zhang, Junbo Zhang, Yujun Wang
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🗒 Deep Learning for Tube Amplifier Emulation
👥 Eero-Pekka Damskägg, Lauri Juvela, Etienne Thuillier, Vesa Välimäki
📗 PDF
#Sound
AI Python & arXiv Channel
Sound
#Sound
🗒 Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks
👥 Emad M. Grais, Hagen Wierstorf, Dominic Ward, Russell Mason, Mark D. Plumbley
🗒 Truly unsupervised acoustic word embeddings using weak top-down constraints in encoder-decoder models
👥 Herman Kamper
🗒 End-to-end Models with auditory attention in Multi-channel Keyword Spotting
👥 Haitong Zhang, Junbo Zhang, Yujun Wang
🗒 Sequence-to-sequence Models for Small-Footprint Keyword Spotting
👥 Haitong Zhang, Junbo Zhang, Yujun Wang
🗒 Deep Learning for Tube Amplifier Emulation
👥 Eero-Pekka Damskägg, Lauri Juvela, Etienne Thuillier, Vesa Välimäki
#Sound
AI Python & arXiv Channel
Forwarded from arXiv
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