Anil Biswas died in New Delhi on 31 May 2003. He was survived by his wife Meena Kapoor, sons Amit Biswas and Utpal Biswas, and daughter Shikha Vohra, his son Pradeep Biswas having predeceased him. Upon his death, the then Prime Minister of India, Atal Bihari Vajpayee called him, “a doyen of film music who struck the rare balance between classical purity of music and popular pulse”, and credited him for leaving, “an enduring legacy as he introduced many talented singers and innovations to the Indian film music.”