After assessing Victoria, medics pronounced her dead at the hotel, officials said.
Dispatch audio from Broadcastify, obtained by TMZ, described it as a “code 3 for the overdose, color change.”
Police said officers were sent to the hotel at about 3:14 am following a report of “a deceased person.”
At the scene, officers met with paramedics who confirmed the adult female had been declared dead, a spokesperson told TMZ.
The medical examiner responded and began an investigation into what happened.
A source told The Daily Mail that Victoria was found lying on the ground on the 14th floor.
It remains unclear whether Victoria was staying at the hotel or why she was on the 14th floor.

Officials have not released the cause of death and said it remains unknown at this time.
Victoria Kafka Jones was the daughter of the actor Tommy and his ex-wife Kimberlea Cloughley, who divorced in 1996.
Tommy later married Dawn Laurel-Jones in 2001.
DAD’S ‘FIRING’
Victoria acted as a child, appearing in Men in Black II and later The Three Burials of Melquiades Estrada.
She also made a one-episode appearance on One Tree Hill.
Speaking about his daughter while promoting The Three Burials, Tommy said, “She’s a good actress, has her SAG [Screen Actors Guild] card, speaks impeccable Spanish.
“When she was a baby, I told Leticia, her nurse, to speak to her in Spanish,” he said.
He also recalled a clash over an early call time on set in a resurfaced interview in which he joked that he had to fire his young daughter.
“She had to get up at 5 am for her part. One morning, she wouldn’t get out of bed,” he said.
Although she stepped away from acting, Victoria still appeared with her father at public events, including the premiere of Just Getting Started in 2017 and the opening ceremony of the Tokyo International Film Festival that same year.
Fans also flooded social media with condolences, with one writing, “Condolences. Really sad way to lose someone, especially a family member, on the first day of the year as well.”
“No father should ever have to bury their daughter. I hope Tom has a lot of love around him during this tough time,” another fan added.
“Heartbreaking. 34 is far too young. Condolences to the family.”
“Devastating when a parent loses their child. My heart goes out to Tommy Lee Jones. Prayers for him and his family for strength and comfort.” Continue reading…