We have prepared a unique model for removing crowd sounds from music recordings (applause, clapping, whistling, noise, etc.). Current metrics on our internal dataset for quality control:

• SDR crowd: 5.65
• SDR other: 19.31

Examples of how the model works can be found: here и here.