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06/15/2023
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events
While direction of arrival (DOA) of sound events is generally estimated ...
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11/04/2022
Improving Speech Prosody of Audiobook Text-to-Speech Synthesis with Acoustic and Textual Contexts
We present a multi-speaker Japanese audiobook text-to-speech (TTS) syste...
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06/04/2022
STARSS22: A dataset of spatial recordings of real scenes with spatiotemporal annotations of sound events
This report presents the Sony-TAu Realistic Spatial Soundscapes 2022 (ST...
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10/29/2021
Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers
Data-based and learning-based sound source localization (SSL) has shown ...
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06/21/2021
Non-native English lexicon creation for bilingual speech synthesis
Bilingual English speakers speak English as one of their languages. Thei...
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06/13/2021
A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and Detection
This report presents the dataset and baseline of Task 3 of the DCASE2021...
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09/06/2020
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019
Sound event localization and detection is a novel area of research that ...
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06/02/2020
A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection
This report presents the dataset and the evaluation setup of the Sound E...
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06/02/2020
An ASR Guided Speech Intelligibility Measure for TTS Model Selection
The perceptual quality of neural text-to-speech (TTS) is highly dependen...
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05/21/2019
A multi-room reverberant dataset for sound event localization and detection
This paper presents the sound event localization and detection (SELD) ta...
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04/29/2019
Localization, Detection and Tracking of Multiple Moving Sound Sources with a Convolutional Recurrent Neural Network
This paper investigates the joint localization, detection, and tracking ...
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06/30/2018
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks
In this paper, we propose a convolutional recurrent neural network for j...
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01/29/2018
Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features
In this paper, we propose a stacked convolutional and recurrent neural n...
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10/27/2017
Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network
This paper proposes a deep neural network for estimating the directions ...
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10/09/2017
Sound event detection using weakly labeled dataset with stacked convolutional and recurrent neural network
This paper proposes a neural network architecture and training scheme to...
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10/09/2017
A report on sound event detection with different binaural features
In this paper, we compare the performance of using binaural audio featur...
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06/30/2017
Automated Audio Captioning with Recurrent Neural Networks
We present the first approach to automated audio captioning. We employ a...
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03/07/2017