Software currently under development in the Ockham team that I contribute to:
- The FAµST toolbox (C++ core, python & matlab wrappers) provides algorithms and data structures to decompose a given dense matrix into a product of sparse matrices in order to reduce its computational complexity (both for storage and manipulation).
- The Lazylinop toolbox (python toolbox to manipulate lazy linear operators). Notably includes efficient GPU implementations of butterfly operators, conversion to butterfly operators, and (work in progress) optimized quantization of butterfly operators).
I personally contributed to the software and resources below. See more software and resources from the PANAMA team
Software
| Name | License | Supported OS | Description |
| BSS Oracle | GPL | All | Matlab toolbox to compute oracle estimators for source separation |
| BSS_EVAL | GPL | All | Matlab toolbox for the measurement of source separation performance |
| LastWave | GPL | Unix, MacOS, Cygwin | Signal processing software (wavelets, matching pursuit, …) |
| MPTK | GPL | Unix, MacOS, Cygwin | Library for fast Matching Pursuit |
| NACHOS | GPL | All | Nearfield acoustic holography with sparse regularization |
| SMALLbox | GPL 3 | All | Matlab toolbox for processing signals using adaptive sparse structured representations |
| AGLA package | GPL 3 | All | Matlab toolbox for Analysis Greedy Like Algorithms, to reproduce the results of this paper |
Other Resources
| Name | Type of resource | Description |
| BASS-dB | Database | Database for the evaluation of audio source separation algorithms |
| NACHOSDB | Database | Database for nearfield acoustic holography |