Search Results - "Di Carlo, Diego"
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1
dEchorate: a calibrated room impulse response dataset for echo-aware signal processing
Published in EURASIP journal on audio, speech, and music processing (23-11-2021)“…This paper presents a new dataset of measured multichannel room impulse responses (RIRs) named dEchorate. It includes annotations of early echo timings and 3D…”
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Journal Article -
2
Mirage: 2D Source Localization Using Microphone Pair Augmentation with Echoes
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01-05-2019)“…It is commonly observed that acoustic echoes hurt per mance of sound source localization (SSL) methods. We troduce the concept of microphone array augmentation…”
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Conference Proceeding -
3
Implicit neural representation for change detection
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03-01-2024)“…Identifying changes in a pair of 3D aerial LiDAR point clouds, obtained during two distinct time periods over the same geographic region presents a significant…”
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Conference Proceeding -
4
Time-Domain Audio Source Separation Based on Gaussian Processes with Deep Kernel Learning
Published in 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (22-10-2023)“…This paper revisits single-channel audio source separation based on a probabilistic generative model of a mixture signal defined in the continuous time domain…”
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Conference Proceeding -
5
Blaster: An Off-Grid Method for Blind and Regularized Acoustic Echoes Retrieval
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01-05-2020)“…Acoustic echoes retrieval is a research topic that is gaining importance in many speech and audio signal processing applications such as speech enhancement,…”
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Conference Proceeding -
6
Mean absorption estimation from room impulse responses using virtually supervised learning
Published in The Journal of the Acoustical Society of America (01-08-2021)“…In the context of building acoustics and the acoustic diagnosis of an existing room, it introduces and investigates a new approach to estimate the mean…”
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Journal Article -
7
Mean absorption estimation from room impulse responses using virtually supervised learning
Published 01-09-2021“…Journal of the Acoustical Society of America, Acoustical Society of America, 2021, 150 (2), pp.1286-1299 In the context of building acoustics and the acoustic…”
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Journal Article -
8
Mean absorption estimation from room impulse responses using virtually supervised learning
Published in The Journal of the Acoustical Society of America (01-08-2021)“…In the context of building acoustics and the acoustic diagnosis of an existing room, it introduces and investigates a new approach to estimate the mean…”
Get full text
Journal Article -
9
Mean absorption estimation from room impulse responses using virtually supervised learninga
Published in The Journal of the Acoustical Society of America (01-08-2021)“…In the context of building acoustics and the acoustic diagnosis of an existing room, it introduces and investigates a new approach to estimate the mean…”
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Journal Article -
10
Audio-Based Search and Rescue with a Drone: Highlights from the IEEE Signal Processing Cup 2019 Student Competition
Published 03-07-2019“…IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers, In press Unmanned aerial vehicles (UAV), commonly referred to as drones,…”
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Journal Article -
11
Separake: Source Separation with a Little Help From Echoes
Published 18-11-2017“…It is commonly believed that multipath hurts various audio processing algorithms. At odds with this belief, we show that multipath in fact helps sound source…”
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Journal Article -
12
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal Processing
Published in IEEE signal processing letters (27-04-2021)“…This paper presents dEchorate: a new database of measured multichannel Room Impulse Responses (RIRs) including annotations of early echo timings and 3D…”
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Journal Article -
13
Separake: Source Separation with a Little Help from Echoes
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01-04-2018)“…It is commonly believed that multipath hurts various audio processing algorithms. At odds with this belief, we show that multipath in fact helps sound source…”
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Conference Proceeding -
14
Interference Reduction on Full-Length Live Recordings
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01-04-2018)“…Live concert recordings consist in long multitrack audio samples with significant interferences between channels. For audio engineering purposes, it is…”
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Conference Proceeding -
15
Neural Steerer: Novel Steering Vector Synthesis with a Causal Neural Field over Frequency and Source Positions
Published 07-05-2023“…We address the problem of accurately interpolating measured anechoic steering vectors with a deep learning framework called the neural field. This task plays a…”
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Journal Article -
16
Run-Time Adaptation of Neural Beamforming for Robust Speech Dereverberation and Denoising
Published 30-10-2024“…This paper describes speech enhancement for realtime automatic speech recognition (ASR) in real environments. A standard approach to this task is to use neural…”
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Journal Article -
17
Joint Audio Source Localization and Separation with Distributed Microphone Arrays Based on Spatially-Regularized Multichannel NMF
Published in 2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC) (09-09-2024)“…This paper describes a statistically principled method that simultaneously localizes and separates multiple sound sources using multiple calibrated microphone…”
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Conference Proceeding -
18
Neural Steerer: Novel Steering Vector Synthesis with a Causal Neural Field over Frequency and Direction
Published in 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) (14-04-2024)“…We address the problem of accurately interpolating measured anechoic steering vectors with a deep learning framework called the neural field. This task plays a…”
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Conference Proceeding -
19
Implicit neural representation for change detection
Published 28-07-2023“…Identifying changes in a pair of 3D aerial LiDAR point clouds, obtained during two distinct time periods over the same geographic region presents a significant…”
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Journal Article -
20
Mirage: 2D Source Localization Using Microphone Pair Augmentation with Echoes
Published 21-06-2019“…International Conferenze on Acoustic, Speech Signal Processing - ICASSP 2019, May 2019, Calgary, United Kingdom It is commonly observed that acoustic echoes…”
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Journal Article