Papers
S4D: Speaker Diarization Toolkit in Python
Pierre-Alexandre Broux, Florent Desnous, Anthony Larcher et al.
Detecting Media Sound Presence in Acoustic Scenes
Constantinos Papayiannis, Justice Amoh, Viktor Rozgic et al.
R-CRNN: Region-based Convolutional Recurrent Neural Network for Audio Event Detection
Chieh-Chi Kao, Weiran Wang, Ming Sun et al.
Temporal Attentive Pooling for Acoustic Event Detection
Xugang Lu, Peng Shen, Sheng Li et al.
Temporal Transformer Networks for Acoustic Scene Classification
Teng Zhang, Kailai Zhang, Ji Wu
A Simple Model for Detection of Rare Sound Events
Weiran Wang, Chieh-Chi Kao, Chao Wang
Comparing the Max and Noisy-Or Pooling Functions in Multiple Instance Learning for Weakly Supervised Sequence Learning Tasks
Yun Wang, Juncheng Li, Florian Metze
Dereverberation and Beamforming in Robust Far-Field Speaker Recognition
Ladislav Mošner, Oldřich Plchot, Pavel Matějka et al.
Cross-Corpora Convolutional Deep Neural Network Dereverberation Preprocessing for Speaker Verification and Speech Enhancement
Peter Guzewich, Stephen Zahorian, Xiao Chen et al.
A Non-convolutive NMF Model for Speech Dereverberation
Nikhil Mohanan, Rajbabu Velmurugan, Preeti Rao
Single-channel Late Reverberation Power Spectral Density Estimation Using Denoising Autoencoders
Ina Kodrasi, Hervé Bourlard
Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks
Wolfgang Mack, Soumitro Chakrabarty, Fabian-Robert Stöter et al.
Single-channel Speech Dereverberation via Generative Adversarial Training
Chenxing Li, Tieqiang Wang, Shuang Xu et al.
Deep Learning based Situated Goal-oriented Dialogue Systems
Dilek Hakkani-Tür
VoiceGuard: Secure and Private Speech Processing
Ferdinand Brasser, Tommaso Frassetto, Korbinian Riedhammer et al.
Low-Resource Speech-to-Text Translation
Sameer Bansal, Herman Kamper, Karen Livescu et al.
Low-Latency Neural Speech Translation
Jan Niehues, Ngoc-Quan Pham, Thanh-Le Ha et al.
Task Specific Sentence Embeddings for ASR Error Detection
Sahar Ghannay, Yannick Estève, Nathalie Camelin
Sequence-to-sequence Neural Network Model with 2D Attention for Learning Japanese Pitch Accents
Antoine Bruguier, Heiga Zen, Arkady Arkhangorodsky
Leveraging Translations for Speech Transcription in Low-resource Settings
Antonios Anastasopoulos, David Chiang
Conditional-Computation-Based Recurrent Neural Networks for Computationally Efficient Acoustic Modelling
Raffaele Tavarone, Leonardo Badino
Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization
Tsukasa Yoshida, Takafumi Moriya, Kazuho Watanabe et al.
Efficient Keyword Spotting Using Time Delay Neural Networks
Samuel Myer, Vikrant Singh Tomar
Role Play Dialogue Aware Language Models Based on Conditional Hierarchical Recurrent Encoder-Decoder
Ryo Masumura, Tomohiro Tanaka, Atsushi Ando et al.
Structured Word Embedding for Low Memory Neural Network Language Model
Kaiyu Shi, Kai Yu