Tiger Shroff firing case: Voice samples to be matched against Bishnoi gang 'voice banks'
Synopsis
Mumbai Police are running threat audio in the Tiger Shroff firing case through multi-state 'voice banks' housing over 200 Bishnoi gang samples — the same forensic technique used after threats to Salman Khan, Aamir Khan and Baba Siddique. The accused allegedly cased celebrity homes via auto-rickshaw rides before the attack, then fled after discarding two pistols at an unknown location.
Key Takeaways
Mumbai Police will match the Anil Pandit threat audio clip against Bishnoi gang voice banks held by Punjab , Delhi , and Rajasthan Police .
Delhi Police reportedly holds more than 200 voice samples of Bishnoi gang-linked individuals in its database.
Similar voice-bank verification was previously used in threat cases involving Salman Khan , Aamir Khan , Rohit Shetty , and Baba Siddique .
The arrested accused allegedly conducted a recce of Bollywood celebrity homes roughly a month before the attack, posing as photographers.
Two pistols — one foreign-made, one domestic — were allegedly used and then discarded by the accused while fleeing Mumbai .
The Crime Branch Anti-Extortion Cell produced the accused before the Esplanade Court on 21 October 2026 .
Mumbai Police investigators probing the Tiger Shroff firing case are now set to match a threat audio clip — attributed to a person named Anil Pandit — against specialised 'voice banks' maintained by Punjab, Delhi, and Rajasthan Police, which contain recordings of individuals allegedly linked to the Lawrence Bishnoi gang, officials said on 21 October 2026. The move marks a significant forensic step in an investigation that has drawn national attention amid a broader pattern of gang-linked threats against Bollywood celebrities.
What the Voice Banks Contain
According to senior Mumbai Police sources, Delhi Police alone reportedly holds a voice bank with more than 200 audio samples connected to the Bishnoi gang, while Punjab and Rajasthan Police maintain comparable databases. Identifying the person behind a threat audio clip is described as a major challenge, as threats often arrive under different aliases and in different voices, officials noted. The cross-state coordination reflects the distributed nature of the gang's operations.
A Pattern of Bollywood Threats
This is not the first time such voice-matching has been attempted. Similar forensic verification was earlier carried out on audio clips linked to threats received by actors Salman Khan, Aamir Khan, and director Rohit Shetty, as well as the late producer Baba Siddique. The Bishnoi gang has come under increasing scrutiny in Maharashtra — particularly Mumbai — over the past two to three years, as investigators have worked to map the gang's reach and methods in the state.
The Accused and the Recce
The Crime Branch's Anti-Extortion Cell was set to produce the arrested accused before the Esplanade Court at 3 pm on Tuesday. According to sources, the accused had arrived in Mumbai approximately a month before the attack and allegedly conducted a recce of residences belonging to several prominent Bollywood celebrities. They reportedly hired auto-rickshaw drivers to ferry them around the city, claiming they wished to photograph the stars' homes.
Weapons Discarded, Hunt Ongoing
The accused allegedly discarded both weapons at an unidentified location while fleeing Mumbai after the attack. According to police sources, two pistols were used during the incident — one foreign-made and the other domestically manufactured — though investigators reportedly had limited clarity on which was which. Mumbai Police are continuing efforts to trace and recover the firearms as part of the ongoing probe.
What Investigators Are Piecing Together
The Mumbai Crime Branch is working to establish the individual roles of each accused and determine the full extent of the conspiracy. The investigation continues, with the voice-bank comparison expected to be a key element in linking the threat to a known gang associate. How quickly that match can be made — or ruled out — could shape the direction of the case considerably.
Point of View
Suggesting planning, not opportunism. Each new threat case — Salman Khan, Baba Siddique, now Tiger Shroff — adds a data point to a network that law enforcement agencies are still mapping in real time. The voice-bank approach is useful forensics, but it only works on known voices; the harder question is how many gang affiliates have no recorded sample at all.
NationPress
21 Oct 2026
Frequently Asked Questions
What is the Tiger Shroff firing case?
The Tiger Shroff firing case refers to a shooting incident in Mumbai in which the accused allegedly fired near the actor's residence. Investigators believe the attack was linked to the Lawrence Bishnoi gang, and a threat audio clip attributed to a person named Anil Pandit has since surfaced in connection with the case.
What are the 'voice banks' being used in this investigation?
Voice banks are databases of audio samples maintained by Punjab, Delhi, and Rajasthan Police, containing voice recordings of individuals allegedly linked to the Lawrence Bishnoi gang. Delhi Police's bank reportedly holds more than 200 samples; investigators will attempt to match the Anil Pandit audio clip against these records to identify the caller.
Has this voice-matching technique been used before?
Yes. Similar voice-bank verification was previously carried out on threat audio clips targeting Bollywood figures including Salman Khan, Aamir Khan, director Rohit Shetty, and producer Baba Siddique — all cases where the Bishnoi gang was suspected of involvement.
What happened to the weapons used in the Tiger Shroff firing?
According to police sources, the accused used two pistols — one foreign-made and one domestically manufactured — during the attack, then allegedly discarded both at an unidentified location while fleeing Mumbai. Mumbai Police are continuing efforts to trace and recover the firearms.
Who are the accused and what stage is the case at?
The accused, who reportedly arrived in Mumbai about a month before the attack, allegedly scouted celebrity residences by hiring auto-rickshaws under the pretext of photographing stars' homes. The Crime Branch's Anti-Extortion Cell produced them before the Esplanade Court on 21 October 2026; the Mumbai Crime Branch is working to establish their individual roles and the full extent of the conspiracy.
