Covers:

1927:

Ned Jakobs

1927:

Vaughn DeLeath

1927:

Lou Handman [author on piano; vocal: his sister Edyth on Gennett]

1927:

Colonial Club Orchestra [again with 'radio girl' Vaughn Deleath]

1927:

Henry Burr [more 1927 versions by Franklyn Baur (Victor), Frank Munn (Brunswick), Joe Wilbur (Perfect), Irving Kaufman (Harmony), Oscar Grogan (Columbia), Elliott Stewart (Gennett) en Lew White (Brunswick)]

1936:

Carter Family

1940s:

Ink Spots

1950:

Al Jolson

1950:

Blue Barron Orch. [version that inspired Elvis' arrangement; original spoken word part by Franklyn MacCormack]

1950:

Five Red Caps

1950:

Don Cornell [with the Hugo Winterhalter orchestra]

1959:

Jaye P. Morgan

1960:

Elvis Presley [n°1 US, UK & B]

1960:

Linda Lee

1960:

Dodie Stevens

1960:

Ricky Page

1960:

Thelma Carpenter [all four with answer song Yes I'm Lonesome Tonight]

1961:

Peter Alexander [as Bist du einsam heut' Nacht]

1961:

Wilma Lucini [answering Peter Alexander as Ja, Ich bin einsam heut' Nacht]

1961:

String-A-Longs

1962:

Frank Sinatra

1962:

Helen Shapiro

1969:

Elvis Presley [the famous "laughing version"; triggered by his own wit, pills and a slightly out of key backing vocalist; inspired by the gentleman right in front of him at his International Hotel dinner table, El sang: "Do you gaze at your bald head and wish you had hair" instead of the standard "Do you gaze at your doorstep and picture me there"]

1973:

Donny Osmond

1977:

Merle Haggard

1979:

Zangeres Zonder Naam [as Ben Je Eenzaam Vannacht]

1980s:

François Valery [as Qu'est-ce que je fous sans toi]

1992:

Bryan Ferry [in film Honeymoon In Vegas]

2002:

Helmut Lotti

2003:

An & Jan [as Ben Jij Ook Zo Alleen]

2007:

Shawn Camp & Billy Burnette [The Bluegrass Elvises]