speaker identification

Speaker identification is the process of determining who is speaking based on their voice. It analyzes unique vocal features—such as pitch, tone, and speech patterns—that vary from person to person. By comparing these features to a known database of voices, the system can accurately identify the speaker. This technology is used in security, forensics, and voice-controlled systems to verify identity or track speakers in conversations. It relies on advanced algorithms and pattern recognition to distinguish individual voices reliably, even in noisy environments or overlapping speech.