Systems and methods are provided for performing unbiased recruitment by modifying one or more informative personal attributes from a resume, or audio or audio-video interviews (live or recorded). Modifying may be masking (e.g., redacting, removing, hiding, covering, etc.) or altering (e.g., blurring, disguising, substituting, replacing, etc.), or both, and may be applied independently to the same or different personal attributes. Personal attributes may be masked, altered, or both, for all or a portion of an interview, with audio and
video processing techniques being applied on a concurrent and continuous basis. Personal attributes which may be a basis for bias, discrimination or prejudice, whether conscious or unconscious, during a candidate interview include, without limitation, one or more of: color, gender, age, disability, religion, ethnicity, sexual orientation, appearance, clothes,
pregnancy, parental status, marital status, caste, class, address, phone number, accent, salary, college, location, residential address, employment timeline, and the like.