Experiment Setup For Architecture Evaluation

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• [ ] Investigate Metrics for Audio Quality Evaluation (Signal-to-Noise Ratio, etc.) From https://paris.cs.illinois.edu/pubs/liu-interspeech2014.pdf:

For all parameter sweeps we show the resulting signal todistortion ratio (SDR), signal to interference ratio (SIR) and sig-nal to artifacts ratio (SAR) as computed from the BSS-EVALtoolbox [15]. We additionally compute the short-time objectiveintelligibility measure (STOI) which is a quantitative estimateof the intelligibility of the denoised speech [16]. For all thesemeasures higher values are better.

• [ ] Develop Python Framework to handle experiments

[cseale]

https://ieeexplore.ieee.org/document/5704565

Ideal Binary Mask Ratio