Joglekar started learning Hindustani Classical music under the guidance of the vocalist Jasraj. She took further training from the Sarangi maestro Pandit Ram Narayan and the music director Pandit Hridaynath Mangeshkar. Her three albums titled Hee Shubhra Phulanchi Jwala, Rang Bawara Shravan and Ghar Nachale Nachela consist of Marathi poems written by poets like Kusumagraj, Indira Sant, Vinda Karandikar, Mangesh Padgaonkar, Shankar Ramani, Suresh Bhat, Grace & Shantabai Shelke. She has also released an album of Marathi Gazals and recently two albums titled Hey Gagana and He Sparsha Chandanyanche. Her latest Marathi album Megha Re was released in Diwali 2009. In her album titled Geet Naya Gata Hoon, Joglekar sang poems written by Atal Bihari Vajpayee. She has also tuned and sung poems written by former Prime MinisterShri V P Singh, album to be released shortly. She has released an Gazal Album‘Zindagi ki Zuban’ and Hindi album of bhajans composed by Shri Anup Jalota titled "Mangaldeep". Another album of Gazals written by such great poets like Daag, Jigar, Ahmed Faraz, Dr. Bashir Badr etc. & are also in the making. Her latest album Rang consists of Sufi style songs in Hindi.
"Mangaldeep" a concert of Marathi Bhavgeet & poems. The concert includes the songs Padmaja has sung in the film Nivdung, her composition of outstanding poems of Kusumagraj, Indira Sant, Shankar Ramani, Suresh Bhat etc from her various albums and some Bandish and associated songs based on that bandish which she has learnt from her guruji Hridaynath Mangeshkar.
"BhaktiRang", a concert of devotional music. It consists of Bhajans by Meera, Kabir, Tulsi, Nanak, and Rahim etc. They are mainly in Hindi with a few in Gujarati. She has been performing this concert since last two years and has also performed a few combined concerts with Shri Anup Jalota and Padmashri Purshottamdas ji Jalota. The press report of Chennai concert is available on the Hindu website whose address is
"Mehefil -E -Gazal" consisting ofgazals of great shayars like Ghalib, Daag, Jigar, Bahadurshah Zafar, Faiz Ahmad Faiz, Momin, Mir Taki Mir etc & living legends like Ahmad Faraz, Dr. Bashir Badr etc. In this concert she sings her own compositions as well as some popular ones. This concert is a Gazal connoisseurs delight.
"Tere Sur aur mere Geet" - This is the latest concert launched in 2005. It consists of memorable Classics of Hindi Film mainly 50’s to 70’s period consisting of compositions of such great composers like Pandit Ravi Shankar, Madan Mohan, Salil Choudhary, S D Burman, Jaidev, Sham Sundar, Vasant Desai & R D Burman. The songs selected are outstanding & popular but rarely performed live. This is not an orchestra but a Mehfil.