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09/17/2023
Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions
Localizing a moving sound source in the real world involves determining ...
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08/17/2023
Bridging High-Quality Audio and Video via Language for Sound Effects Retrieval from Visual Queries
Finding the right sound effects (SFX) to match moments in a video is a d...
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03/19/2023
Audio-Text Models Do Not Yet Leverage Natural Language
Multi-modal contrastive learning techniques in the audio-text domain hav...
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11/15/2022
FlowGrad: Using Motion for Visual Sound Source Localization
Most recent work in visual sound source localization relies on semantic ...
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05/03/2022
Few-Shot Musical Source Separation
Deep learning-based approaches to musical source separation are often li...
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04/11/2022
How to Listen? Rethinking Visual Sound Localization
Localizing visual sounds consists on locating the position of objects th...
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03/20/2022
A Study on Robustness to Perturbations for Representations of Environmental Sound
Audio applications involving environmental sound analysis increasingly u...
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03/11/2022
Infrastructure-free, Deep Learned Urban Noise Monitoring at ∼100mW
The Sounds of New York City (SONYC) wireless sensor network (WSN) has be...
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10/18/2021
Who calls the shots? Rethinking Few-Shot Learning for Audio
Few-shot learning aims to train models that can recognize novel classes ...
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09/26/2021
Soundata: A Python library for reproducible use of audio datasets
Soundata is a Python library for loading and working with audio datasets...
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05/06/2021
Weakly Supervised Source-Specific Sound Level Estimation in Noisy Soundscapes
While the estimation of what sound sources are, when they occur, and fro...
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02/05/2021
Multi-Task Self-Supervised Pre-Training for Music Classification
Deep learning is very data hungry, and supervised learning especially re...
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09/11/2020
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context
We present SONYC-UST-V2, a dataset for urban sound tagging with spatiote...
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08/06/2020
Few-Shot Drum Transcription in Polyphonic Music
Data-driven approaches to automatic drum transcription (ADT) are often l...
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03/02/2020
One or Two Components? The Scattering Transform Answers
With the aim of constructing a biologically plausible model of machine l...
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11/01/2019
Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization
This paper proposes to perform unsupervised detection of bioacoustic eve...
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10/22/2019
Learning the helix topology of musical pitch
To explain the consonance of octaves, music psychologists represent pitc...
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06/20/2019
Adversarial Learning for Improved Onsets and Frames Music Transcription
Automatic music transcription is considered to be one of the hardest pro...
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05/20/2019
Robust sound event detection in bioacoustic sensor networks
Bioacoustic sensors, sometimes known as autonomous recording units (ARUs...
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03/07/2019
The life of a New York City noise sensor network
Noise pollution is one of the topmost quality of life issues for urban r...
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11/01/2018
Neural Music Synthesis for Flexible Timbre Control
The recent success of raw audio waveform synthesis models like WaveNet m...
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05/02/2018
SONYC: A System for the Monitoring, Analysis and Mitigation of Urban Noise Pollution
We present the Sounds of New York City (SONYC) project, a smart cities i...
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04/26/2018
Adaptive pooling operators for weakly labeled sound event detection
Sound event detection (SED) methods are tasked with labeling segments of...
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02/17/2018
CREPE: A Convolutional Representation for Pitch Estimation
The task of estimating the fundamental frequency of a monophonic sound r...
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08/15/2016