diff --git a/deployment/centos-package-x64/docker-build.sh b/deployment/centos-package-x64/docker-build.sh
index 014f582f08..b4e5df8f0d 100755
--- a/deployment/centos-package-x64/docker-build.sh
+++ b/deployment/centos-package-x64/docker-build.sh
@@ -8,72 +8,15 @@ set -o xtrace
 # Move to source directory
 pushd ${SOURCE_DIR}
 
-VERSION="$( grep '^Version:' ${SOURCE_DIR}/SOURCES/pkg-src/jellyfin.spec | awk '{ print $NF }' )"
+# Prepare the source
+source "$HOME/.nvm/nvm.sh"
+nvm use v8
+make -f .copr/Makefile srpm outdir=/root/rpmbuild/SRPMS
 
-# Clone down and build Web frontend
-web_build_dir="$( mktemp -d )"
-web_target="${SOURCE_DIR}/MediaBrowser.WebDashboard/jellyfin-web"
-git clone https://github.com/jellyfin/jellyfin-web.git ${web_build_dir}/
-pushd ${web_build_dir}
-if [[ -n ${web_branch} ]]; then
-    checkout -b origin/${web_branch}
-fi
-yarn install
-mkdir -p ${web_target}
-mv dist/* ${web_target}/
-popd
-rm -rf ${web_build_dir}
+# Remove dep for nodejs/yarn since our build env won't have these (NVM instead)
+sed -i '/BuildRequires:  nodejs >= 8 yarn/d' SPECS/jellyfin.spec
 
-# Create RPM source archive
-GNU_TAR=1
-echo "Bundling all sources for RPM build."
-tar \
---transform "s,^\.,jellyfin-${VERSION}," \
---exclude='.git*' \
---exclude='**/.git' \
---exclude='**/.hg' \
---exclude='**/.vs' \
---exclude='**/.vscode' \
---exclude='deployment' \
---exclude='**/bin' \
---exclude='**/obj' \
---exclude='**/.nuget' \
---exclude='*.deb' \
---exclude='*.rpm' \
--czf "${SOURCE_DIR}/SOURCES/pkg-src/jellyfin-${VERSION}.tar.gz" \
--C ${SOURCE_DIR} ./ || GNU_TAR=0
-
-if [ $GNU_TAR -eq 0 ]; then
-    echo "The installed tar binary did not support --transform. Using workaround."
-    package_temporary_dir="$( mktemp -d )"
-    mkdir -p "${package_temporary_dir}/jellyfin"
-    # Not GNU tar
-    tar \
-    --exclude='.git*' \
-    --exclude='**/.git' \
-    --exclude='**/.hg' \
-    --exclude='**/.vs' \
-    --exclude='**/.vscode' \
-    --exclude='deployment' \
-    --exclude='**/bin' \
-    --exclude='**/obj' \
-    --exclude='**/.nuget' \
-    --exclude='*.deb' \
-    --exclude='*.rpm' \
-    -czf "${package_temporary_dir}/jellyfin/jellyfin-${VERSION}.tar.gz" \
-    -C ${SOURCE_DIR} ./
-    echo "Extracting filtered package."
-    mkdir -p "${package_temporary_dir}/jellyfin-${VERSION}"
-    tar -xzf "${package_temporary_dir}/jellyfin/jellyfin-${VERSION}.tar.gz" -C "${package_temporary_dir}/jellyfin-${VERSION}"
-    echo "Removing filtered package."
-    rm -f "${package_temporary_dir}/jellyfin/jellyfin-${VERSION}.tar.gz"
-    echo "Repackaging package into final tarball."
-    tar -czf "${SOURCE_DIR}/SOURCES/pkg-src/jellyfin-${VERSION}.tar.gz" -C "${package_temporary_dir}" "jellyfin-${VERSION}"
-    rm -rf ${package_temporary_dir}
-fi
-
-# Build RPM
-spectool -g -R SPECS/jellyfin.spec
+# Build the RPMs
 rpmbuild -bs SPECS/jellyfin.spec --define "_sourcedir ${SOURCE_DIR}/SOURCES/pkg-src/"
 rpmbuild -bb SPECS/jellyfin.spec --define "_sourcedir ${SOURCE_DIR}/SOURCES/pkg-src/"