The most common and most likely answer to this crossword clue is the 4 plus 6 plus 4 letter word DOWN MEMORY LANE
I've seen this crossword clue in Financial Times
D
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W
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M
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L
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More clues leading to the result DOWN MEMORY LANE
Buddy explains!
The straight part
We know that "A place to walk when depressed" is the straight/definition part of the clue. The straight part is often a synonym or definition, in this case a place to walk when depressed = down memory lane.The cryptic/wordplay part
In cryptic crossword there's often an wordplay/cryptic part as well.This part involves a more complex hint, such as an anagram, homophone, hidden word, etc.
Sadly, We don't have an explanation for this specific crossword clue yet.