Add voice cloning tutorial (#1903)

* Add voice cloning tutorial

* Add gifs

CHANGELOG.md

@@ -17,6 +17,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Removed unused file transfer how to guides
 - Removed `pennylane` as a requirement from notebooks' requirements.txt as it comes with `covalent`
 
+### Docs
+
+- Added voice cloning tutorial
+
 ## [0.233.0-rc.0] - 2024-01-07
 
 ### Authors

doc/source/tutorials/tutorials.rst

@@ -75,6 +75,8 @@ Advanced
      - :doc:`Scalable API backends for LLM and generative AI <./0_ClassicalMachineLearning/genai/source>`
    * - Federated learning
      - :doc:`Federated learning <./federated_learning/source>`
+   * - Voice cloning
+     - :doc:`Voice cloning <./voice_cloning/source>`
 
 ---------------------------------
 

doc/source/tutorials/voice_cloning/Dockerfile_gcp

@@ -0,0 +1,43 @@
+# Copyright 2023 Agnostiq Inc.
+#
+# This file is part of Covalent.
+#
+# Licensed under the GNU Affero General Public License 3.0 (the "License").
+# A copy of the License may be obtained with this software package or at
+#
+#      https://www.gnu.org/licenses/agpl-3.0.en.html
+#
+# Use of this file is prohibited except in compliance with the License. Any
+# modifications or derivative works of this file must retain this copyright
+# notice, and modified files must contain a notice indicating that they have
+# been altered from the originals.
+#
+# Covalent is distributed in the hope that it will be useful, but WITHOUT
+# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
+# FITNESS FOR A PARTICULAR PURPOSE. See the License for more details.
+#
+# Relief from the License may be granted by purchasing a commercial license.
+
+ARG COVALENT_BASE_IMAGE=python:3.9-slim-buster
+FROM ${COVALENT_BASE_IMAGE}
+
+# Install dependencies
+ARG COVALENT_TASK_ROOT=/covalent
+WORKDIR ${COVALENT_TASK_ROOT}
+
+ARG COVALENT_PACKAGE_VERSION=0.229.0rc0
+ARG PRE_RELEASE=""
+
+COPY requirements.txt requirements.txt
+RUN apt-get update && \
+  apt-get install -y build-essential wget && \
+		pip install -r requirements.txt
+
+COPY covalent_gcpbatch_plugin/exec.py ${COVALENT_TASK_ROOT}
+
+ENV PYTHONPATH ${COVALENT_TASK_ROOT}:${PYTHONPATH}
+
+# Path where the storage bucket will be mounted inside the container
+ENV GCPBATCH_TASK_MOUNTPOINT /mnt/disks/covalent
+
+ENTRYPOINT [ "python", "exec.py" ]

doc/source/tutorials/voice_cloning/requirements.txt

@@ -0,0 +1,12 @@
+covalent==0.229.0rc0
+covalent-gcpbatch-plugin==0.11.0
+librosa==0.10.0
+pydub==0.25.1
+pytube==15.0.0
+scipy==1.11.3
+soundfile==0.12.1
+streamlit==1.28.1
+torch==2.1.0
+torchaudio==2.1.0
+transformers==4.33.3
+TTS==0.19.1