diff --git a/.github/workflows/build_and_deploy.yml b/.github/workflows/build_and_deploy.yml
index c8000d0b4..0e14c1753 100644
--- a/.github/workflows/build_and_deploy.yml
+++ b/.github/workflows/build_and_deploy.yml
@@ -34,6 +34,11 @@ jobs:
             target: x86_64-pc-windows-msvc
             artifact_name: windows-x64-cpu
             use_cuda: false
+          - os: windows-latest
+            feature: directml
+            target: x86_64-pc-windows-msvc
+            artifact_name: windows-x64-directml
+            use_cuda: false
           - os: windows-latest
             feature: default
             target: x86_64-pc-windows-msvc
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 4abaf7689..81acfe3ed 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -14,8 +14,8 @@ jobs:
         with:
           toolchain: stable
       - uses: Swatinem/rust-cache@v1
-      - run: cargo clippy --all-features --tests -- -D clippy::all -D warnings --no-deps
-      - run: cargo clippy --all-features -- -D clippy::all -D warnings --no-deps
+      - run: cargo clippy --all-features --features onnxruntime/disable-sys-build-script --tests -- -D clippy::all -D warnings --no-deps
+      - run: cargo clippy --all-features --features onnxruntime/disable-sys-build-script -- -D clippy::all -D warnings --no-deps
       - run: cargo fmt -- --check
 
   rust-test:
@@ -24,11 +24,21 @@ jobs:
       matrix:
         include:
           - os: windows-2019
+            features: default
           - os: windows-2022
+            features: default
+          - os: windows-2019
+            features: directml
+          - os: windows-2022
+            features: directml
           - os: macos-11
+            features: default
           - os: macos-12
+            features: default
           - os: ubuntu-18.04
+            features: default
           - os: ubuntu-20.04
+            features: default
     runs-on: ${{ matrix.os }}
     steps:
       - name: Install LLVM and Clang # required for bindgen to work, see https://github.com/rust-lang/rust-bindgen/issues/1797
@@ -47,7 +57,7 @@ jobs:
       - uses: Swatinem/rust-cache@v1
         with:
           # cargoのキャッシュが原因でテストが失敗する場合はバージョン部分をカウントアップすること
-          key: "v1-cargo-test-cache-${{ matrix.os }}"
+          key: "v1-cargo-test-cache-${{ matrix.features }}-${{ matrix.os }}"
       # FIXME: windows-2022 では、onnxruntime-sys のビルド時にダウンロードされる onnxruntime.dll に対してパスが通らないために、テストが行えない
       #        原因が不明であるため、姑息的な回避策として target/debug/deps ディレクトリに onnxruntime.dll をコピーする。根本的な解決策を望む。
       #        cf. https://github.com/VOICEVOX/voicevox_core/pull/140#issuecomment-1140276585
@@ -58,7 +68,7 @@ jobs:
           cargo build
           find target/debug/build/onnxruntime-sys-*/out/onnxruntime_*/onnxruntime-*/lib -name onnxruntime.dll -ctime 0
           find target/debug/build/onnxruntime-sys-*/out/onnxruntime_*/onnxruntime-*/lib -name onnxruntime.dll -ctime 0 | head -n 1 | xargs -i cp {} target/debug/deps/
-      - run: cargo test --all-features
+      - run: cargo test --features ${{ matrix.features }}
 
   build-unix-cpp-example:
     strategy:
diff --git a/Cargo.lock b/Cargo.lock
index 579892c4c..a3fab7226 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1306,14 +1306,14 @@ dependencies = [
 
 [[package]]
 name = "once_cell"
-version = "1.10.0"
+version = "1.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "87f3e037eac156d1775da914196f0f37741a274155e34a0b7e427c35d2a2ecb9"
+checksum = "18a6dbe30758c9f83eb00cbea4ac95966305f5a7772f3f42ebfc7fc7eddbd8e1"
 
 [[package]]
 name = "onnxruntime"
-version = "0.0.27"
-source = "git+https://github.com/VOICEVOX/onnxruntime-rs.git#750e61bec0d51a96e19f956102494bda37d1a778"
+version = "0.0.28"
+source = "git+https://github.com/VOICEVOX/onnxruntime-rs.git#7d112cbb6515a42bd76efe4c40dbb44de460733f"
 dependencies = [
  "lazy_static",
  "ndarray",
@@ -1324,10 +1324,11 @@ dependencies = [
 
 [[package]]
 name = "onnxruntime-sys"
-version = "0.0.22"
-source = "git+https://github.com/VOICEVOX/onnxruntime-rs.git#750e61bec0d51a96e19f956102494bda37d1a778"
+version = "0.0.23"
+source = "git+https://github.com/VOICEVOX/onnxruntime-rs.git#7d112cbb6515a42bd76efe4c40dbb44de460733f"
 dependencies = [
  "flate2",
+ "once_cell",
  "tar",
  "ureq",
  "zip",
diff --git a/crates/voicevox_core/Cargo.toml b/crates/voicevox_core/Cargo.toml
index b101199eb..f4a8b3712 100644
--- a/crates/voicevox_core/Cargo.toml
+++ b/crates/voicevox_core/Cargo.toml
@@ -5,7 +5,7 @@ edition = "2021"
 
 [features]
 default = []
-directml = []
+directml = ["onnxruntime/directml"]
 
 [lib]
 name = "core"
@@ -18,7 +18,7 @@ derive-getters = "0.2.0"
 derive-new = "0.5.9"
 libc = "0.2.126"
 once_cell = "1.10.0"
-onnxruntime = { git = "https://github.com/VOICEVOX/onnxruntime-rs.git", version = "0.0.27" }
+onnxruntime = { git = "https://github.com/VOICEVOX/onnxruntime-rs.git", version = "0.0.28" }
 serde = "1.0.137"
 serde_json = "1.0.81"
 thiserror = "1.0.31"