After welcoming baby No. 2, Joe Jonas shared a sweet video with his wife Sophie Turner on Instagram,

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looking back on moments from their epic love story.

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Joe Jonas is just in love with his wife Sophie Turner.

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After news broke on July 14 that they had welcomed their second baby girl, the Jonas Brothers singer, 32,

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shared a touching video of him and his wife's cutest moments over the years.

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which was shared to the tune of his rock band DNCE's song "Got Me Good,"

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features clips of him and Sophie in bed cuddling together and images from their 2019 Las Vegas wedding.

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"Started from the bottom now we're here," Joe captioned the July 15 video. "I want to see your love story.

While the pair is adjusting to the life of being parents of two, Sophie, 26, previously shared her excitement for Willa becoming a big sister.

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"It's been amazing," Joe recalled of his time as a dad during a May 2021 interview on CBS This Morning. He added of their quality time together, "I'm so thankful and grateful."