ISPL PoliMi

We are excited to announce that the baseline system for the IEEE-IS2 2024 Music Packet Loss Concealment Challenge is now available! You can access the baseline PLC method at the official GitHub repo: github.com/polimi-ispl/20… We look forward to your participation!

In “A Data-Driven Approach for Acoustic Parameter Similarity Estimation of Speech Recording”, available at ieeexplore.ieee.org/document/97470… we propose two different methods to compute a similarity measure of speech recording conditions, based on CNNs and metric learning strategies.

@ieeeICASSP proceedings are online! Did you know that the @IsplPolimi had five #papers accepted regarding #acoustics, #musicalacoustics and #multimediaforensics topics? 🎉 Check them out! (See comments!) #ICASSP2022 #acoustics #deeplearning #speech #signalprocessing

In “On the Prediction of the Frequency Response of a Wooden Plate from Its Mechanical Parameters”, available at ieeexplore.ieee.org/document/97467… we model the relation between the vibrational response of a point of a #violin top-plate, and its material properties, using deep learning!

In "Sparsity-Based Sound Field Separation in the Spherical Harmonics Domain" with Maximo Cobos, where we propose sound field separation in the spherical harmonics domain using #compressive #sensing! ieeexplore.ieee.org/document/97463…

In “Deepfake Speech Detection Through Emotion Recognition: A Semantic Approach”, available at ieeexplore.ieee.org/document/97471… with MISL of the Drexel University we propose a deepfake speech recognition system built upon high-level semantic features extracted by a SER system

In “Panchromatic Imagery Copy-Paste Localization Through Data-Driven Sensor Attribution”, available here ieeexplore.ieee.org/document/97463… with the VIPER lab of Purdue University we propose a copy-paste localization framework for panchromatic imagery exploiting #satellite sensor traces.

Join us this Friday 15th of October at 14:30 for a talk by Alexander Brauchler on reverse #Engineering the classical #guitar. It’s our first live event in ages, so come to Cremona if you can! Where? Room A2.2 I, Cremona campus of #polimi. Online is at bit.ly/33aySWm

New #paper out on @IEEEsps Signal Processing Letters! Can we leverage the deep features of #NeuralNetworks for improving the reconstruction quality? Listen to examples: polimi-ispl.github.io/speech_reconst… Paper here: ieeexplore.ieee.org/document/94063… #deeplearning #signalprocessing #audio #polimi

New #paper out! OccamyPy, a #Python library for solving large-scale inverse problems, has been published on Computers&Geosciences! sciencedirect.com/science/articl… #polimi #research #phdlife #pythoncode #optimization

L’ #IA può prevedere che suono produrrà un pezzo di legno una volta trasformato in una tavola di #violino indicando la forma che gli permetterà di emettere il #suono migliore #ansascienza @AnsaScienza @polimi @IsplPolimi @museodelviolino bit.ly/3tJY0h6

New #paper out! Can we use #DeepLearning and #ArtificialIntelligence to predict how a #violin top plate will vibrate given its shape? Which are the most relevant aspects of a plate's geometry in determining its eigenfrequency values? nature.com/articles/s4159…

Happy bday to the late Larry Tesler, inventor of “copy-paste.” Happy bday to the late Larry Tesler, inventor of “copy-paste.” Happy bday to the late Larry Tesler, inventor of “copy-paste.” Happy bday to the late Larry Tesler, inventor of “copy-paste.” bit.ly/2HY9ur9

A new #article by @ClaraBem on synthetic speech detection using auto-regressive analysis. Check this out on @eurasip website! bit.ly/3sBfyvu #polimi #research #paper #deepfake #audio

Our Francesco Picetti will partecipate to #SIAMGS21! He will present OccamyPy, a #python library for large-scale inverse problems. Thursday, June 24th 2pm (CET)! Do not miss it! Register here: bit.ly/2OYXyxe Find out more: bit.ly/3x4vcmt #stanford #polimi

The @ieeeICASSP 5-Minute VIDEOCLIP CONTEST is open for submissions from @IEEEsps members, including students of all majors! The topic chosen this year is #deepfake Video Detection! Read more about rules and prices! 2021.ieeeicassp.org/5MICC.asp #research #MachineLearning

If you are looking for a summer internship and have research background on neural rendering, 3D understanding or similar areas, my team at Apple has one spot open. Goal is to have fun, learn together, and publish our findings :) DMs open for anyone interested.

Another work by @IsplPolimi

Which is the best geometry for a #violin? We developed a parametric model that can be optimized also through #MachineLearning approaches. This can help in understanding the greatest masters of the past, and the industry of the future! Read more at bit.ly/3duTY69

Another #phd thesis out! Marco Paracchini's "Remote Biometric Signal Processing based on Deep Learning using SPAD Cameras" aims at developing a compact system able to remotely and in real-time check the health condition of a person just by using a camera. Congrats!