diff --git a/pkgs/misc/deepspeech/default.nix b/pkgs/misc/deepspeech/default.nix
deleted file mode 100644
index eddeea6eb542..000000000000
--- a/pkgs/misc/deepspeech/default.nix
+++ /dev/null
@@ -1,34 +0,0 @@
-{ stdenv, lib, fetchurl, autoPatchelfHook }:
-
-stdenv.mkDerivation rec {
-  pname = "deepspeech";
-  version = "0.9.3";
-
-  src = fetchurl {
-    url = "https://github.com/mozilla/DeepSpeech/releases/download/v${version}/native_client.amd64.cpu.linux.tar.xz";
-    sha256 = "1qy2gspprcxi76jk06ljp028xl0wkk1m3mqaxyf5qbhhfbvvpfap";
-  };
-  setSourceRoot = "sourceRoot=`pwd`";
-
-  nativeBuildInputs = [
-    autoPatchelfHook
-  ];
-
-  buildInputs = [
-    stdenv.cc.cc.lib
-  ];
-
-  installPhase = ''
-    install -D deepspeech $out/bin/deepspeech
-    install -D deepspeech.h $out/include/deepspeech.h
-    install -D libdeepspeech.so $out/lib/libdeepspeech.so
-  '';
-
-  meta = with lib; {
-    homepage = https://github.com/mozilla/DeepSpeech;
-    description = "Open source embedded (offline, on-device) speech-to-text engine, which can run in real time on broad range of devices";
-    license = licenses.mpl20;
-    platforms = [ "x86_64-linux" ];
-    maintainers = with maintainers; [ rvolosatovs ];
-  };
-}
diff --git a/pkgs/tools/audio/stt/default.nix b/pkgs/tools/audio/stt/default.nix
new file mode 100644
index 000000000000..7834f87a0517
--- /dev/null
+++ b/pkgs/tools/audio/stt/default.nix
@@ -0,0 +1,34 @@
+{ stdenv, lib, fetchurl, autoPatchelfHook }:
+
+stdenv.mkDerivation rec {
+  pname = "stt";
+  version = "0.9.3";
+
+  src = fetchurl {
+    url = "https://github.com/coqui-ai/STT/releases/download/v${version}/native_client.tf.Linux.tar.xz";
+    sha256 = "0axwys8vis4f0m7d1i2r3dfqlc8p3yj2nisvc7pdi5qs741xgy8w";
+  };
+  setSourceRoot = "sourceRoot=`pwd`";
+
+  nativeBuildInputs = [
+    autoPatchelfHook
+  ];
+
+  buildInputs = [
+    stdenv.cc.cc.lib
+  ];
+
+  installPhase = ''
+    install -D stt $out/bin/stt
+    install -D coqui-stt.h $out/include/coqui-stt.h
+    install -D libstt.so $out/lib/libstt.so
+  '';
+
+  meta = with lib; {
+    homepage = https://github.com/coqui-ai/STT;
+    description = "Deep learning toolkit for Speech-to-Text, battle-tested in research and production";
+    license = licenses.mpl20;
+    platforms = [ "x86_64-linux" ];
+    maintainers = with maintainers; [ rvolosatovs ];
+  };
+}
diff --git a/pkgs/top-level/aliases.nix b/pkgs/top-level/aliases.nix
index 6fddebdfc557..779f97ea4680 100644
--- a/pkgs/top-level/aliases.nix
+++ b/pkgs/top-level/aliases.nix
@@ -167,6 +167,7 @@ mapAliases ({
   deadpixi-sam = deadpixi-sam-unstable;
   debian_devscripts = debian-devscripts; # added 2016-03-23
   deepin = throw "deepin was a work in progress and it has been canceled and removed https://github.com/NixOS/nixpkgs/issues/94870"; # added 2020-08-31
+  deepspeech = throw "deepspeech was removed in favor of stt. https://github.com/NixOS/nixpkgs/issues/119496"; # added 2021-05-05
   desktop_file_utils = desktop-file-utils; # added 2018-02-25
   devicemapper = lvm2; # added 2018-04-25
   digikam5 = digikam; # added 2017-02-18
diff --git a/pkgs/top-level/all-packages.nix b/pkgs/top-level/all-packages.nix
index 875a5427c75a..ec1fefce9c22 100644
--- a/pkgs/top-level/all-packages.nix
+++ b/pkgs/top-level/all-packages.nix
@@ -28579,6 +28579,8 @@ in
 
   streamlit = python3Packages.callPackage ../applications/science/machine-learning/streamlit { };
 
+  stt = callPackage ../tools/audio/stt { };
+
   stuntrally = callPackage ../games/stuntrally {
     ogre = ogre1_9;
     mygui = mygui.override {
@@ -30036,8 +30038,6 @@ in
 
   dbus-map = callPackage ../tools/misc/dbus-map { };
 
-  deepspeech = callPackage ../misc/deepspeech { };
-
   dell-530cdn = callPackage ../misc/drivers/dell-530cdn {};
 
   demjson = with python3Packages; toPythonApplication demjson;