Audio tone sentiment analysis identifies emotion through sound traits: happiness has lively pitch and steady energy; anger shows sharp intensity and tight articulation; sadness features low tones and prolonged vowels; surprise brings high pitch with rapid shifts; fear includes trembling tone and uneven volume; disgust presents nasal quality and abrupt delivery.