diff --git a/.github/workflows/nightly-tests-macos-cpu.yml b/.github/workflows/nightly-tests-macos-cpu.yml
deleted file mode 100644
index 4814460..0000000
--- a/.github/workflows/nightly-tests-macos-cpu.yml
+++ /dev/null
@@ -1,116 +0,0 @@
-# Copyright      2021  Xiaomi Corp.       (author: Fangjun Kuang)
-
-# See ../../LICENSE for clarification regarding multiple authors
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-#
-name: Nightly tests macos cpu
-
-on:
-  schedule:
-    # minute (0-59)
-    # hour (0-23)
-    # day of the month (1-31)
-    # month (1-12)
-    # day of the week (0-6)
-    # nightly build at 23:50 UTC time every day
-    - cron: "50 23 * * *"
-
-jobs:
-  enable_nightly_build:
-    runs-on: ubuntu-latest
-    outputs:
-      enabled: ${{ steps.set-enabled.outputs.enabled }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Set enabled
-        id: set-enabled
-        run: |
-          enabled=$(python scripts/github_actions/run-nightly-build.py)
-          echo "enabled: $enabled"
-          echo "::set-output name=enabled::${enabled}"
-
-  generate_build_matrix:
-    needs: enable_nightly_build
-    if: needs.enable_nightly_build.outputs.enabled == 'true'
-    # see https://github.com/pytorch/pytorch/pull/50633
-    runs-on: ubuntu-latest
-    outputs:
-      matrix: ${{ steps.set-matrix.outputs.matrix }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Generating build matrix
-        id: set-matrix
-        run: |
-          # outputting for debugging purposes
-          python scripts/github_actions/generate_build_matrix.py
-          MATRIX=$(python scripts/github_actions/generate_build_matrix.py)
-          echo "::set-output name=matrix::${MATRIX}"
-
-  run_nightly_tests_macos_cpu:
-    needs: generate_build_matrix
-    runs-on: macos-10.15
-    strategy:
-      fail-fast: false
-      matrix:
-        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
-
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-
-      - name: Setup Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ matrix.python-version }}
-
-      - name: Display Python version
-        run: python -c "import sys; print(sys.version)"
-
-      - name: Display clang version
-        run: |
-          clang --version
-
-      - name: Install PyTorch ${{ matrix.torch }}
-        shell: bash
-        run: |
-          python3 -m pip install -qq --upgrade pip
-          python3 -m pip install -qq wheel twine numpy typing_extensions
-          python3 -m pip install -qq torch==${{ matrix.torch }} numpy
-          python3 -m pip install -qq dataclasses soundfile
-
-          python3 -c "import torch; print('torch version:', torch.__version__)"
-
-      - name: Install from PyPI
-        shell: bash
-        run: |
-          export KALDIFEAT_MAKE_ARGS="-j 3"
-          pip install --verbose kaldifeat
-
-      - name: Run tests
-        shell: bash
-        run: |
-          lib_path=$(python -c "from distutils.sysconfig import get_python_lib; print(get_python_lib())")
-          echo "lib_path: $lib_path"
-          ls -lh $lib_path
-          # export DYLD_LIBRARY_PATH=$lib_path:$DYLD_LIBRARY_PATH
-          otool -L $lib_path/_kaldifeat.*.so
-          otool -l $lib_path/_kaldifeat.*.so
-
-          cd kaldifeat/python/tests
-          make test
diff --git a/.github/workflows/nightly-tests-ubuntu-pip-cpu.yml b/.github/workflows/nightly-tests-ubuntu-pip-cpu.yml
deleted file mode 100644
index e0284c0..0000000
--- a/.github/workflows/nightly-tests-ubuntu-pip-cpu.yml
+++ /dev/null
@@ -1,118 +0,0 @@
-# Copyright      2021  Xiaomi Corp.       (author: Fangjun Kuang)
-
-# See ../../LICENSE for clarification regarding multiple authors
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-#
-name: Nightly tests ubuntu pip cpu
-
-on:
-  schedule:
-    # minute (0-59)
-    # hour (0-23)
-    # day of the month (1-31)
-    # month (1-12)
-    # day of the week (0-6)
-    # nightly build at 23:50 UTC time every day
-    - cron: "50 23 * * *"
-
-jobs:
-  enable_nightly_build:
-    runs-on: ubuntu-latest
-    outputs:
-      enabled: ${{ steps.set-enabled.outputs.enabled }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Set enabled
-        id: set-enabled
-        run: |
-          enabled=$(python scripts/github_actions/run-nightly-build.py)
-          echo "enabled: $enabled"
-          echo "::set-output name=enabled::${enabled}"
-
-  generate_build_matrix:
-    needs: enable_nightly_build
-    if: needs.enable_nightly_build.outputs.enabled == 'true'
-    # see https://github.com/pytorch/pytorch/pull/50633
-    runs-on: ubuntu-latest
-    outputs:
-      matrix: ${{ steps.set-matrix.outputs.matrix }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Generating build matrix
-        id: set-matrix
-        run: |
-          # outputting for debugging purposes
-          python scripts/github_actions/generate_build_matrix.py
-          MATRIX=$(python scripts/github_actions/generate_build_matrix.py)
-          echo "::set-output name=matrix::${MATRIX}"
-
-  run_nightly_tests_ubuntu_pip_cpu:
-    needs: generate_build_matrix
-    runs-on: ubuntu-18.04
-    strategy:
-      fail-fast: false
-      matrix:
-        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
-
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-
-      - name: Setup Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ matrix.python-version }}
-
-      - name: Display Python version
-        run: python -c "import sys; print(sys.version)"
-
-      - name: Install GCC 7
-        run: |
-          sudo apt-get install -y gcc-7 g++-7
-          echo "CC=/usr/bin/gcc-7" >> $GITHUB_ENV
-          echo "CXX=/usr/bin/g++-7" >> $GITHUB_ENV
-
-      - name: Display GCC version
-        run: |
-          gcc --version
-
-      - name: Install PyTorch ${{ matrix.torch }}
-        shell: bash
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y libsndfile1-dev libsndfile1 ffmpeg
-
-          python3 -m pip install -qq --upgrade pip
-          python3 -m pip install -qq wheel twine typing_extensions numpy soundfile
-          python3 -m pip install -qq torch==${{ matrix.torch }}+cpu -f https://download.pytorch.org/whl/torch_stable.html
-          python3 -m pip install -qq dataclasses
-
-          python3 -c "import torch; print('torch version:', torch.__version__)"
-
-      - name: Install from PyPI
-        shell: bash
-        run: |
-          export KALDIFEAT_MAKE_ARGS="-j 3"
-          pip install --verbose kaldifeat
-
-      - name: Run tests
-        shell: bash
-        run: |
-          cd kaldifeat/python/tests
-          make test
diff --git a/.github/workflows/nightly-tests-ubuntu-pip-cuda.yml b/.github/workflows/nightly-tests-ubuntu-pip-cuda.yml
deleted file mode 100644
index be85563..0000000
--- a/.github/workflows/nightly-tests-ubuntu-pip-cuda.yml
+++ /dev/null
@@ -1,134 +0,0 @@
-# Copyright      2021  Xiaomi Corp.       (author: Fangjun Kuang)
-
-# See ../../LICENSE for clarification regarding multiple authors
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-#
-name: Nightly tests ubuntu pip cuda
-
-on:
-  schedule:
-    # minute (0-59)
-    # hour (0-23)
-    # day of the month (1-31)
-    # month (1-12)
-    # day of the week (0-6)
-    # nightly build at 23:50 UTC time every day
-    - cron: "50 23 * * *"
-
-jobs:
-  enable_nightly_build:
-    runs-on: ubuntu-latest
-    outputs:
-      enabled: ${{ steps.set-enabled.outputs.enabled }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Set enabled
-        id: set-enabled
-        run: |
-          enabled=$(python scripts/github_actions/run-nightly-build.py)
-          echo "enabled: $enabled"
-          echo "::set-output name=enabled::${enabled}"
-
-  generate_build_matrix:
-    needs: enable_nightly_build
-    if: needs.enable_nightly_build.outputs.enabled == 'true'
-    # see https://github.com/pytorch/pytorch/pull/50633
-    runs-on: ubuntu-latest
-    outputs:
-      matrix: ${{ steps.set-matrix.outputs.matrix }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Generating build matrix
-        id: set-matrix
-        run: |
-          # outputting for debugging purposes
-          python scripts/github_actions/generate_build_matrix.py --enable-cuda
-          MATRIX=$(python scripts/github_actions/generate_build_matrix.py --enable-cuda)
-          echo "::set-output name=matrix::${MATRIX}"
-
-  run_nightly_tests_ubuntu_pip_cuda:
-    needs: generate_build_matrix
-    runs-on: ubuntu-18.04
-    strategy:
-      fail-fast: false
-      matrix:
-        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
-
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-
-      - name: Setup Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ matrix.python-version }}
-
-      - name: Install GCC 7
-        run: |
-          sudo apt-get install -y gcc-7 g++-7
-          echo "CC=/usr/bin/gcc-7" >> $GITHUB_ENV
-          echo "CXX=/usr/bin/g++-7" >> $GITHUB_ENV
-
-      - name: Install CUDA Toolkit ${{ matrix.cuda }}
-        shell: bash
-        env:
-          cuda: ${{ matrix.cuda }}
-        run: |
-          source ./scripts/github_actions/install_cuda.sh
-          echo "CUDA_HOME=${CUDA_HOME}" >> $GITHUB_ENV
-          echo "${CUDA_HOME}/bin" >> $GITHUB_PATH
-          echo "LD_LIBRARY_PATH=${CUDA_HOME}/lib:${CUDA_HOME}/lib64:${LD_LIBRARY_PATH}" >> $GITHUB_ENV
-
-      - name: Display NVCC version
-        run: |
-          which nvcc
-          nvcc --version
-
-      - name: Install PyTorch ${{ matrix.torch }}
-        env:
-          cuda: ${{ matrix.cuda }}
-          torch: ${{ matrix.torch }}
-        shell: bash
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y libsndfile1-dev libsndfile1 ffmpeg
-          python3 -m pip install --upgrade pip
-          python3 -m pip install wheel twine typing_extensions soundfile
-          python3 -m pip install bs4 requests tqdm numpy
-
-          ./scripts/github_actions/install_torch.sh
-          python3 -c "import torch; print('torch version:', torch.__version__)"
-
-      - name: Download cudnn 8.0
-        env:
-          cuda: ${{ matrix.cuda }}
-        run: |
-          ./scripts/github_actions/install_cudnn.sh
-
-      - name: Install from PyPI
-        shell: bash
-        run: |
-          export KALDIFEAT_MAKE_ARGS="-j 3"
-          pip install --verbose kaldifeat
-
-      - name: Run tests
-        shell: bash
-        run: |
-          cd kaldifeat/python/tests
-          make test
diff --git a/.github/workflows/nightly-tests-windows-pip-cpu.yml b/.github/workflows/nightly-tests-windows-pip-cpu.yml
deleted file mode 100644
index 44cc23f..0000000
--- a/.github/workflows/nightly-tests-windows-pip-cpu.yml
+++ /dev/null
@@ -1,119 +0,0 @@
-# Copyright      2021  Xiaomi Corp.       (author: Fangjun Kuang)
-
-# See ../../LICENSE for clarification regarding multiple authors
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-#
-name: Nightly tests windows pip cpu
-
-on:
-  schedule:
-    # minute (0-59)
-    # hour (0-23)
-    # day of the month (1-31)
-    # month (1-12)
-    # day of the week (0-6)
-    # nightly build at 23:50 UTC time every day
-    - cron: "50 23 * * *"
-
-jobs:
-  enable_nightly_build:
-    runs-on: ubuntu-latest
-    outputs:
-      enabled: ${{ steps.set-enabled.outputs.enabled }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Set enabled
-        id: set-enabled
-        run: |
-          enabled=$(python scripts/github_actions/run-nightly-build.py)
-          echo "enabled: $enabled"
-          echo "::set-output name=enabled::${enabled}"
-
-  generate_build_matrix:
-    needs: enable_nightly_build
-    if: needs.enable_nightly_build.outputs.enabled == 'true'
-    # see https://github.com/pytorch/pytorch/pull/50633
-    runs-on: ubuntu-latest
-    outputs:
-      matrix: ${{ steps.set-matrix.outputs.matrix }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Generating build matrix
-        id: set-matrix
-        run: |
-          # outputting for debugging purposes
-          python scripts/github_actions/generate_build_matrix.py
-          MATRIX=$(python scripts/github_actions/generate_build_matrix.py)
-          echo "::set-output name=matrix::${MATRIX}"
-
-  run_nightly_tests_windows_pip_cpu:
-    needs: generate_build_matrix
-    runs-on: windows-2019
-    strategy:
-      fail-fast: false
-      matrix:
-        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
-
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-
-      # see https://github.com/microsoft/setup-msbuild
-      - name: Add msbuild to PATH
-        uses: microsoft/setup-msbuild@v1.0.2
-
-      - name: Setup Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ matrix.python-version }}
-
-      - name: Display Python version
-        run: python -c "import sys; print(sys.version)"
-
-      - name: Install PyTorch ${{ matrix.torch }}
-        shell: bash
-        run: |
-          python3 -m pip install -qq --upgrade pip
-          python3 -m pip install -qq wheel twine numpy typing_extensions
-          python3 -m pip install -qq dataclasses soundfile numpy
-          python3 -m pip install -qq torch==${{ matrix.torch }}+cpu -f https://download.pytorch.org/whl/torch_stable.html
-
-          python3 -c "import torch; print('torch version:', torch.__version__)"
-
-      - name: Install from PyPI
-        shell: bash
-        run: |
-          export KALDIFEAT_MAKE_ARGS="-j 3"
-          pip install --verbose kaldifeat
-
-      - name: Run tests
-        shell: bash
-        run: |
-          cd kaldifeat/python/tests
-
-          python3 ./test_fbank.py
-          python3 ./test_fbank_options.py
-          python3 ./test_frame_extraction_options.py
-          python3 ./test_mel_bank_options.py
-          python3 ./test_mfcc.py
-          python3 ./test_mfcc_options.py
-          python3 ./test_plp.py
-          python3 ./test_plp_options.py
-          python3 ./test_spectrogram.py
-          python3 ./test_spectrogram_options.py
diff --git a/.github/workflows/nightly-tests-windows-pip-cuda.yml b/.github/workflows/nightly-tests-windows-pip-cuda.yml
deleted file mode 100644
index 29bb230..0000000
--- a/.github/workflows/nightly-tests-windows-pip-cuda.yml
+++ /dev/null
@@ -1,160 +0,0 @@
-# Copyright      2021  Xiaomi Corp.       (author: Fangjun Kuang)
-
-# See ../../LICENSE for clarification regarding multiple authors
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-#
-name: Nightly tests windows pip cuda
-
-on:
-  schedule:
-    # minute (0-59)
-    # hour (0-23)
-    # day of the month (1-31)
-    # month (1-12)
-    # day of the week (0-6)
-    # nightly build at 23:50 UTC time every day
-    - cron: "50 23 * * *"
-
-jobs:
-  enable_nightly_build:
-    runs-on: ubuntu-latest
-    outputs:
-      enabled: ${{ steps.set-enabled.outputs.enabled }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Set enabled
-        id: set-enabled
-        run: |
-          enabled=$(python scripts/github_actions/run-nightly-build.py)
-          echo "enabled: $enabled"
-          echo "::set-output name=enabled::${enabled}"
-
-  generate_build_matrix:
-    needs: enable_nightly_build
-    if: needs.enable_nightly_build.outputs.enabled == 'true'
-    # see https://github.com/pytorch/pytorch/pull/50633
-    runs-on: ubuntu-latest
-    outputs:
-      matrix: ${{ steps.set-matrix.outputs.matrix }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Generating build matrix
-        id: set-matrix
-        run: |
-          # outputting for debugging purposes
-          python scripts/github_actions/generate_build_matrix.py --enable-cuda --for-windows
-          MATRIX=$(python scripts/github_actions/generate_build_matrix.py --enable-cuda --for-windows)
-          echo "::set-output name=matrix::${MATRIX}"
-
-  run_nightly_tests_windows_pip_cuda:
-    needs: generate_build_matrix
-    runs-on: windows-2019
-    strategy:
-      fail-fast: false
-      matrix:
-        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
-
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-
-      # see https://github.com/microsoft/setup-msbuild
-      - name: Add msbuild to PATH
-        uses: microsoft/setup-msbuild@v1.0.2
-
-      - name: Setup Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ matrix.python-version }}
-
-      - name: Display Python version
-        run: python -c "import sys; print(sys.version)"
-
-      # See https://github.com/Jimver/cuda-toolkit/blob/master/src/links/windows-links.ts
-      # for available CUDA versions
-      - uses: Jimver/cuda-toolkit@v0.2.7
-        id: cuda-toolkit
-        with:
-          cuda: ${{ matrix.cuda }}
-
-      - name: Display CUDA version
-        run: |
-          echo "Installed cuda version is: ${{ steps.cuda-toolkit.outputs.cuda }}"
-          echo "Cuda install location: ${{steps.cuda-toolkit.outputs.CUDA_PATH}}"
-          nvcc --version
-
-      - name: Remove CUDA installation package
-        shell: bash
-        run: |
-          rm "C:/hostedtoolcache/windows/cuda_installer-windows/${{ matrix.cuda }}/x64/cuda_installer_${{ matrix.cuda }}.exe"
-
-      - name: Download cuDNN
-        shell: bash
-        run: |
-          GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/csukuangfj/cudnn-for-windows
-          cd cudnn-for-windows
-          git lfs pull --include="cudnn-windows-x86_64-8.4.1.50_cuda11.6-archive.zip"
-          unzip cudnn-windows-x86_64-8.4.1.50_cuda11.6-archive.zip
-          rm cudnn-windows-x86_64-8.4.1.50_cuda11.6-archive.zip
-          ls -lh *
-          ls -lh */*
-
-          echo "PWD: $PWD"
-
-      - name: Install PyTorch ${{ matrix.torch }}
-        shell: bash
-        run: |
-          version=${{ matrix.cuda }}
-          major=${version:0:2}
-          minor=${version:3:1}
-          v=${major}${minor}
-          if [ ${v} -eq 102 ]; then v=""; else v="+cu${v}"; fi
-
-          python3 -m pip install -qq --upgrade pip
-          python3 -m pip install -qq wheel twine numpy typing_extensions
-          python3 -m pip install -qq dataclasses soundfile numpy
-          python3 -m pip install -qq torch==${{ matrix.torch }}${v} -f https://download.pytorch.org/whl/torch_stable.html numpy
-
-          python3 -c "import torch; print('torch version:', torch.__version__)"
-
-          python3 -m torch.utils.collect_env
-
-      - name: Install from PyPI
-        shell: bash
-        run: |
-          echo "PWD: $PWD"
-          export KALDIFEAT_CMAKE_ARGS="-DCMAKE_BUILD_TYPE=$BUILD_TYPE -DCUDNN_INCLUDE_PATH=d:/a/kaldifeat/kaldifeat/cudnn-for-windows/cudnn-windows-x86_64-8.4.1.50_cuda11.6-archive/include -DCUDNN_LIBRARY_PATH=d:/a/kaldifeat/kaldifeat/cudnn-for-windows/cudnn-windows-x86_64-8.4.1.50_cuda11.6-archive/lib/cudnn.lib"
-          export KALDIFEAT_MAKE_ARGS="-j 3"
-          pip install --verbose kaldifeat
-
-      - name: Run tests
-        shell: bash
-        run: |
-          cd kaldifeat/python/tests
-
-          python3 ./test_fbank.py
-          python3 ./test_fbank_options.py
-          python3 ./test_frame_extraction_options.py
-          python3 ./test_mel_bank_options.py
-          python3 ./test_mfcc.py
-          python3 ./test_mfcc_options.py
-          python3 ./test_plp.py
-          python3 ./test_plp_options.py
-          python3 ./test_spectrogram.py
-          python3 ./test_spectrogram_options.py
diff --git a/doc/source/cpu.html b/doc/source/cpu.html
deleted file mode 100644
index 69ac5fc..0000000
--- a/doc/source/cpu.html
+++ /dev/null
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-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.10.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.10.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.10.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.10.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.10.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.10.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.10.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.10.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda11.1.torch1.9.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda11.1.torch1.9.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.9.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.9.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.9.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.9.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.9.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.9.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.9.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.9.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda11.1.torch1.9.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda11.1.torch1.9.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.9.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.9.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.9.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.9.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.9.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.9.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda11.1.torch1.8.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.8.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.6.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.6.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.6.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.6.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
-<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.6.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.6.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
diff --git a/doc/source/installation/from_wheels.rst b/doc/source/installation/from_wheels.rst
index ad16b4e..6b00bb1 100644
--- a/doc/source/installation/from_wheels.rst
+++ b/doc/source/installation/from_wheels.rst
@@ -16,7 +16,7 @@ Suppose you want to install the following wheel:
 
 .. code-block:: bash
 
-   https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cpu/kaldifeat-1.24.dev20230724+cpu.torch2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+   https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cpu/kaldifeat-1.25.0.dev20230726+cpu.torch2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
 
 you can use one of the following methods:
 
@@ -24,12 +24,12 @@ you can use one of the following methods:
 
    # method 1
    pip install torch==2.0.1+cpu -f https://download.pytorch.org/whl/torch_stable.html
-   pip install kaldifeat==1.24.dev20230724+cpu.torch2.0.1 -f https://csukuangfj.github.io/kaldifeat/cpu.html
+   pip install kaldifeat==1.25.0.dev20230726+cpu.torch2.0.1 -f https://csukuangfj.github.io/kaldifeat/cpu.html
 
    # method 2
    pip install torch==2.0.1+cpu -f https://download.pytorch.org/whl/torch_stable.html
-   wget https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cpu/kaldifeat-1.24.dev20230724+cpu.torch2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-   pip install ./kaldifeat-1.24.dev20230724+cpu.torch2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+   wget https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cpu/kaldifeat-1.25.0.dev20230726+cpu.torch2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+   pip install ./kaldifeat-1.25.0.dev20230726+cpu.torch2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
 
 
 Windows (CPU)
@@ -39,7 +39,7 @@ Suppose you want to install the following wheel:
 
 .. code-block:: bash
 
-   https://huggingface.co/csukuangfj/kaldifeat/resolve/main/windows-cpu/kaldifeat-1.24.dev20230724+cpu.torch2.0.1-cp311-cp311-win_amd64.whl
+   https://huggingface.co/csukuangfj/kaldifeat/resolve/main/windows-cpu/kaldifeat-1.25.0.dev20230726+cpu.torch2.0.1-cp311-cp311-win_amd64.whl
 
 you can use one of the following methods:
 
@@ -47,12 +47,12 @@ you can use one of the following methods:
 
    # method 1
    pip install torch==2.0.1+cpu -f https://download.pytorch.org/whl/torch_stable.html
-   pip install kaldifeat==1.24.dev20230724+cpu.torch2.0.1 -f https://csukuangfj.github.io/kaldifeat/cpu.html
+   pip install kaldifeat==1.25.0.dev20230726+cpu.torch2.0.1 -f https://csukuangfj.github.io/kaldifeat/cpu.html
 
    # method 2
    pip install torch==2.0.1+cpu -f https://download.pytorch.org/whl/torch_stable.html
-   wget https://huggingface.co/csukuangfj/kaldifeat/resolve/main/windows-cpu/kaldifeat-1.24.dev20230724+cpu.torch2.0.1-cp311-cp311-win_amd64.whl
-   pip install ./kaldifeat-1.24.dev20230724+cpu.torch2.0.1-cp311-cp311-win_amd64.whl
+   wget https://huggingface.co/csukuangfj/kaldifeat/resolve/main/windows-cpu/kaldifeat-1.25.0.dev20230726+cpu.torch2.0.1-cp311-cp311-win_amd64.whl
+   pip install ./kaldifeat-1.25.0.dev20230726+cpu.torch2.0.1-cp311-cp311-win_amd64.whl
 
 macOS (CPU)
 -----------
@@ -61,7 +61,7 @@ Suppose you want to install the following wheel:
 
 .. code-block:: bash
 
-   https://huggingface.co/csukuangfj/kaldifeat/resolve/main/macos/kaldifeat-1.24.dev20230724+cpu.torch2.0.1-cp311-cp311-macosx_10_9_x86_64.whl
+   https://huggingface.co/csukuangfj/kaldifeat/resolve/main/macos/kaldifeat-1.25.0.dev20230726+cpu.torch2.0.1-cp311-cp311-macosx_10_9_x86_64.whl
 
 you can use one of the following methods:
 
@@ -69,12 +69,12 @@ you can use one of the following methods:
 
    # method 1
    pip install torch==2.0.1
-   pip install kaldifeat==1.24.dev20230724+cpu.torch2.0.1 -f https://csukuangfj.github.io/kaldifeat/cpu.html
+   pip install kaldifeat==1.25.0.dev20230726+cpu.torch2.0.1 -f https://csukuangfj.github.io/kaldifeat/cpu.html
 
    # method 2
    pip install torch==2.0.1+cpu -f https://download.pytorch.org/whl/torch_stable.html
-   wget https://huggingface.co/csukuangfj/kaldifeat/resolve/main/macos/kaldifeat-1.24.dev20230724+cpu.torch2.0.1-cp311-cp311-macosx_10_9_x86_64.whl
-   pip install ./kaldifeat-1.24.dev20230724+cpu.torch2.0.1-cp311-cp311-macosx_10_9_x86_64.whl
+   wget https://huggingface.co/csukuangfj/kaldifeat/resolve/main/macos/kaldifeat-1.25.0.dev20230726+cpu.torch2.0.1-cp311-cp311-macosx_10_9_x86_64.whl
+   pip install ./kaldifeat-1.25.0.dev20230726+cpu.torch2.0.1-cp311-cp311-macosx_10_9_x86_64.whl
 
 Linux (CUDA)
 ------------
@@ -83,7 +83,7 @@ Suppose you want to install the following wheel:
 
 .. code-block:: bash
 
-   https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230724+cuda11.8.torch2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+   https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.25.0.dev20230726+cuda11.8.torch2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
 
 you can use one of the following methods:
 
@@ -91,9 +91,9 @@ you can use one of the following methods:
 
    # method 1
    pip install torch==2.0.1+cu118 -f https://download.pytorch.org/whl/torch_stable.html
-   pip install kaldifeat==1.24.dev20230724+cuda11.8.torch2.0.1  -f https://csukuangfj.github.io/kaldifeat/cuda.html
+   pip install kaldifeat==1.25.0.dev20230726+cuda11.8.torch2.0.1  -f https://csukuangfj.github.io/kaldifeat/cuda.html
 
    # method 2
    pip install torch==2.0.1+cu118 -f https://download.pytorch.org/whl/torch_stable.html
-   wget https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230724+cuda11.8.torch2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-   pip install ./kaldifeat-1.24.dev20230724+cuda11.8.torch2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+   wget https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.25.0.dev20230724+cuda11.8.torch2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+   pip install ./kaldifeat-1.25.0.dev20230726+cuda11.8.torch2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl