From 94ade932e7ba87c36fa0b848d28129b47a49d3aa Mon Sep 17 00:00:00 2001 From: 900miles Date: Sun, 24 Nov 2024 17:46:56 -0500 Subject: [PATCH 01/13] Download audio files in tutorials so they can be run on Google Colab --- tutorials/audio/00_getting_started.ipynb | 259 +++++++++++++++++- tutorials/audio/audio_data_augmentation.ipynb | 23 +- .../audio/extract_speaker_embeddings.ipynb | 10 +- tutorials/audio/features_extraction.ipynb | 5 +- tutorials/audio/speaker_diarization.ipynb | 5 +- tutorials/audio/speech_enhancement.ipynb | 32 ++- tutorials/audio/text_to_speech.ipynb | 5 +- tutorials/audio/transcribe_timestamped.ipynb | 5 +- .../audio/voice_activity_detection.ipynb | 5 +- tutorials/audio/voice_cloning.ipynb | 7 +- 10 files changed, 328 insertions(+), 28 deletions(-) diff --git a/tutorials/audio/00_getting_started.ipynb b/tutorials/audio/00_getting_started.ipynb index b3d431e2..d7b82525 100644 --- a/tutorials/audio/00_getting_started.ipynb +++ b/tutorials/audio/00_getting_started.ipynb @@ -6,7 +6,7 @@ "source": [ "# Getting Started with ```senselab```\n", "\n", - "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/sensein/senselab/blob/main/tutorials/audiogetting_started.ipynb)\n", + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/sensein/senselab/blob/main/tutorials/audio/00_getting_started.ipynb)\n", "\n", "\n", "Welcome to the `senselab` quick start tutorial! \n", @@ -27,15 +27,201 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": { "vscode": { "languageId": "shellscript" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: senselab in /om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages (0.17.0)\n", + "Requirement already satisfied: accelerate in 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3.19.6\n", + " Uninstalling protobuf-3.19.6:\n", + " Successfully uninstalled protobuf-3.19.6\n", + " Attempting uninstall: transformers\n", + " Found existing installation: transformers 4.43.3\n", + " Uninstalling transformers-4.43.3:\n", + " Successfully uninstalled transformers-4.43.3\n", + "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", + "descript-audiotools 0.7.2 requires protobuf<3.20,>=3.9.2, but you have protobuf 5.28.3 which is incompatible.\n", + "parler-tts 0.2 requires transformers<=4.43.3,>=4.43.0, but you have transformers 4.44.2 which is incompatible.\u001b[0m\u001b[31m\n", + "\u001b[0mSuccessfully installed protobuf-5.28.3 transformers-4.44.2\n" + ] + } + ], "source": [ - "pip install senselab" + "!pip install senselab" ] }, { @@ -48,14 +234,56 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "--2024-11-24 17:25:10-- https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", + "Resolving github.com (github.com)... 140.82.114.3\n", + "Connecting to github.com (github.com)|140.82.114.3|:443... connected.\n", + "HTTP request sent, awaiting response... 302 Found\n", + "Location: https://raw.githubusercontent.com/sensein/senselab/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav [following]\n", + "--2024-11-24 17:25:10-- https://raw.githubusercontent.com/sensein/senselab/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.109.133, 185.199.108.133, 185.199.111.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.109.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 472488 (461K) [audio/wav]\n", + "Saving to: \u2018tutorial_audio_files/audio_48khz_mono_16bits.wav\u2019\n", + "\n", + "tutorial_audio_file 100%[===================>] 461.41K --.-KB/s in 0.03s \n", + "\n", + "2024-11-24 17:25:10 (15.7 MB/s) - \u2018tutorial_audio_files/audio_48khz_mono_16bits.wav\u2019 saved [472488/472488]\n", + "\n", + "--2024-11-24 17:25:11-- https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_stereo_16bits.wav\n", + "Resolving github.com (github.com)... 140.82.114.3\n", + "Connecting to github.com (github.com)|140.82.114.3|:443... connected.\n", + "HTTP request sent, awaiting response... 302 Found\n", + "Location: https://raw.githubusercontent.com/sensein/senselab/main/src/tests/data_for_testing/audio_48khz_stereo_16bits.wav [following]\n", + "--2024-11-24 17:25:11-- https://raw.githubusercontent.com/sensein/senselab/main/src/tests/data_for_testing/audio_48khz_stereo_16bits.wav\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.110.133, 185.199.111.133, 185.199.108.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.110.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 991012 (968K) [audio/wav]\n", + "Saving to: \u2018tutorial_audio_files/audio_48khz_stereo_16bits.wav\u2019\n", + "\n", + "tutorial_audio_file 100%[===================>] 967.79K --.-KB/s in 0.04s \n", + "\n", + "2024-11-24 17:25:11 (22.5 MB/s) - \u2018tutorial_audio_files/audio_48khz_stereo_16bits.wav\u2019 saved [991012/991012]\n", + "\n" + ] + } + ], "source": [ "from senselab.audio.data_structures import Audio\n", + "!mkdir -p tutorial_audio_files\n", + "!wget -O tutorial_audio_files/audio_48khz_mono_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", + "!wget -O tutorial_audio_files/audio_48khz_stereo_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_stereo_16bits.wav\n", "\n", - "MONO_AUDIO_PATH = \"../../src/tests/data_for_testing/audio_48khz_mono_16bits.wav\"\n", - "STEREO_AUDIO_PATH = \"../../src/tests/data_for_testing/audio_48khz_stereo_16bits.wav\"\n", + "MONO_AUDIO_PATH = \"tutorial_audio_files/audio_48khz_mono_16bits.wav\"\n", + "STEREO_AUDIO_PATH = \"tutorial_audio_files/audio_48khz_stereo_16bits.wav\"\n", "\n", "audio1 = Audio.from_filepath(MONO_AUDIO_PATH)\n", "audio2 = Audio.from_filepath(STEREO_AUDIO_PATH)" @@ -71,9 +299,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The original audio has 2 channels.\n", + "The downmixed audio has 1 channels.\n" + ] + } + ], "source": [ "from senselab.audio.tasks.preprocessing import downmix_audios_to_mono\n", "\n", @@ -331,7 +568,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.10" + "version": "3.12.0" } }, "nbformat": 4, diff --git a/tutorials/audio/audio_data_augmentation.ipynb b/tutorials/audio/audio_data_augmentation.ipynb index 589ba656..2ddca726 100644 --- a/tutorials/audio/audio_data_augmentation.ipynb +++ b/tutorials/audio/audio_data_augmentation.ipynb @@ -16,7 +16,23 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We start by importing the modules required for the augmentation, plotting, and audio processing tasks." + "First, we should install senselab if it has not already been installed." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "!pip install senselab" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, we start by importing the modules required for the augmentation, plotting, and audio processing tasks." ] }, { @@ -78,7 +94,10 @@ "outputs": [], "source": [ "# Load an audio file\n", - "audio = Audio.from_filepath(\"../../src/tests/data_for_testing/audio_48khz_mono_16bits.wav\")\n", + "!mkdir -p tutorial_audio_files\n", + "!wget -O tutorial_audio_files/audio_48khz_mono_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", + "\n", + "audio = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_mono_16bits.wav\")\n", "\n", "# Play the audio\n", "play_audio(audio)\n", diff --git a/tutorials/audio/extract_speaker_embeddings.ipynb b/tutorials/audio/extract_speaker_embeddings.ipynb index 2ea3c0aa..e5bf1038 100644 --- a/tutorials/audio/extract_speaker_embeddings.ipynb +++ b/tutorials/audio/extract_speaker_embeddings.ipynb @@ -45,12 +45,16 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "audio1 = Audio.from_filepath(\"../../src/tests/data_for_testing/audio_48khz_mono_16bits.wav\")\n", - "audio2 = Audio.from_filepath(\"../../src/tests/data_for_testing/audio_48khz_stereo_16bits.wav\")\n", + "!mkdir -p tutorial_audio_files\n", + "!wget -O tutorial_audio_files/audio_48khz_mono_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", + "!wget -O tutorial_audio_files/audio_48khz_stereo_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_stereo_16bits.wav\n", + "\n", + "audio1 = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_mono_16bits.wav\")\n", + "audio2 = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_stereo_16bits.wav\")\n", "\n", "# Downmix to mono\n", "audio2 = downmix_audios_to_mono([audio2])[0]\n", diff --git a/tutorials/audio/features_extraction.ipynb b/tutorials/audio/features_extraction.ipynb index 737dfdaf..6bf5d6b5 100644 --- a/tutorials/audio/features_extraction.ipynb +++ b/tutorials/audio/features_extraction.ipynb @@ -30,8 +30,11 @@ "metadata": {}, "outputs": [], "source": [ + "!mkdir -p tutorial_audio_files\n", + "!wget -O tutorial_audio_files/audio_48khz_stereo_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_stereo_16bits.wav\n", + "\n", "# Load audio\n", - "audio2 = Audio.from_filepath(\"../../src/tests/data_for_testing/audio_48khz_stereo_16bits.wav\")\n", + "audio2 = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_stereo_16bits.wav\")\n", "\n", "# Downmix to mono\n", "audio2 = downmix_audios_to_mono([audio2])[0]\n", diff --git a/tutorials/audio/speaker_diarization.ipynb b/tutorials/audio/speaker_diarization.ipynb index c6f2f5a4..9768cea9 100644 --- a/tutorials/audio/speaker_diarization.ipynb +++ b/tutorials/audio/speaker_diarization.ipynb @@ -46,7 +46,10 @@ "outputs": [], "source": [ "# Load an audio file from the specified file path into an Audio object.\n", - "audio = Audio.from_filepath(\"../../src/tests/data_for_testing/audio_48khz_mono_16bits.wav\")\n", + "!mkdir -p tutorial_audio_files\n", + "!wget -O tutorial_audio_files/audio_48khz_mono_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", + "\n", + "audio = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_mono_16bits.wav\")\n", "\n", "# Resample the audio to 16kHz, as this is the expected input format for the model.\n", "# The resample_audios function returns a list, so we take the first (and only) element.\n", diff --git a/tutorials/audio/speech_enhancement.ipynb b/tutorials/audio/speech_enhancement.ipynb index a8dc459a..19d3b0f1 100644 --- a/tutorials/audio/speech_enhancement.ipynb +++ b/tutorials/audio/speech_enhancement.ipynb @@ -15,9 +15,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n", + "A newer version (0.25) of nipype/pydra is available. You are using 0.23\n" + ] + } + ], "source": [ "# Import the necessary modules from the Senselab package for audio processing\n", "from senselab.audio.data_structures import Audio\n", @@ -31,10 +41,22 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "unmatched ']' (2103794072.py, line 5)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m Cell \u001b[0;32mIn[2], line 5\u001b[0;36m\u001b[0m\n\u001b[0;31m audio = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_mono_16bits.wav\")]\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m unmatched ']'\n" + ] + } + ], "source": [ + "!mkdir -p tutorial_audio_files\n", + "!wget -O tutorial_audio_files/audio_48khz_mono_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", + "\n", "# Load an audio file from the specified file path\n", - "audio = Audio.from_filepath(\"../../src/tests/data_for_testing/audio_48khz_mono_16bits.wav\")\n", + "audio = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_mono_16bits.wav\")\n", "\n", "# Resample the audio to 16kHz to match the model's expected input format\n", "audio = resample_audios([audio], 16000)[0]\n", @@ -97,7 +119,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.10" + "version": "3.12.0" } }, "nbformat": 4, diff --git a/tutorials/audio/text_to_speech.ipynb b/tutorials/audio/text_to_speech.ipynb index 3e8dff0d..478853b9 100644 --- a/tutorials/audio/text_to_speech.ipynb +++ b/tutorials/audio/text_to_speech.ipynb @@ -180,7 +180,10 @@ "metadata": {}, "outputs": [], "source": [ - "audio = Audio.from_filepath(\"../../src/tests/data_for_testing/audio_48khz_mono_16bits.wav\")\n", + "!mkdir -p tutorial_audio_files\n", + "!wget -O tutorial_audio_files/audio_48khz_mono_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", + "\n", + "audio = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_mono_16bits.wav\")\n", "ground_truth = \"This is Peter.\"\n", "audio = extract_segments([(audio, [(0.0, 1.0)])])[0][0]" ] diff --git a/tutorials/audio/transcribe_timestamped.ipynb b/tutorials/audio/transcribe_timestamped.ipynb index ce9da3b4..710e48be 100644 --- a/tutorials/audio/transcribe_timestamped.ipynb +++ b/tutorials/audio/transcribe_timestamped.ipynb @@ -40,8 +40,11 @@ "metadata": {}, "outputs": [], "source": [ + "!mkdir -p tutorial_audio_files\n", + "!wget -O tutorial_audio_files/audio_48khz_mono_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", + "\n", "# Load an audio file from the specified file path\n", - "audio = Audio.from_filepath(\"../../src/tests/data_for_testing/audio_48khz_mono_16bits.wav\")\n", + "audio = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_mono_16bits.wav\")\n", "\n", "# Resample the audio to 16kHz to match the model's expected input format\n", "audio = resample_audios([audio], 16000)[0]\n", diff --git a/tutorials/audio/voice_activity_detection.ipynb b/tutorials/audio/voice_activity_detection.ipynb index 7e05a534..95b947fd 100644 --- a/tutorials/audio/voice_activity_detection.ipynb +++ b/tutorials/audio/voice_activity_detection.ipynb @@ -47,8 +47,11 @@ "metadata": {}, "outputs": [], "source": [ + "!mkdir -p tutorial_audio_files\n", + "!wget -O tutorial_audio_files/audio_48khz_mono_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", + "\n", "# Load an audio file from the specified file path into an Audio object.\n", - "audio = Audio.from_filepath(\"../../src/tests/data_for_testing/audio_48khz_mono_16bits.wav\")\n", + "audio = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_mono_16bits.wav\")\n", "\n", "# Resample the audio to 16kHz, as this is the expected input format for the model.\n", "# The resample_audios function returns a list, so we take the first (and only) element.\n", diff --git a/tutorials/audio/voice_cloning.ipynb b/tutorials/audio/voice_cloning.ipynb index b8c3901b..f627b0c5 100644 --- a/tutorials/audio/voice_cloning.ipynb +++ b/tutorials/audio/voice_cloning.ipynb @@ -62,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -101,7 +101,10 @@ } ], "source": [ - "audio = Audio.from_filepath(\"../../src/tests/data_for_testing/audio_48khz_mono_16bits.wav\")\n", + "!mkdir -p tutorial_audio_files\n", + "!wget -O tutorial_audio_files/audio_48khz_mono_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", + "\n", + "audio = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_mono_16bits.wav\")\n", "\n", "# Resample the audio to 16kHz\n", "audio = resample_audios([audio], 16000)[0]\n", From f0953c034a2c7a477dead2e18d1b81d8048c996e Mon Sep 17 00:00:00 2001 From: 900miles Date: Sun, 24 Nov 2024 18:17:17 -0500 Subject: [PATCH 02/13] Update speaker verification tutorial and change pip install command --- tutorials/audio/00_getting_started.ipynb | 235 +----------------- tutorials/audio/audio_data_augmentation.ipynb | 4 +- .../audio/extract_speaker_embeddings.ipynb | 9 + tutorials/audio/features_extraction.ipynb | 9 + tutorials/audio/speaker_diarization.ipynb | 9 + tutorials/audio/speaker_verification.ipynb | 83 +++++-- tutorials/audio/speech_enhancement.ipynb | 65 +++-- tutorials/audio/speech_to_text.ipynb | 19 +- tutorials/audio/text_to_speech.ipynb | 9 + tutorials/audio/transcribe_timestamped.ipynb | 9 + .../audio/voice_activity_detection.ipynb | 9 + tutorials/audio/voice_cloning.ipynb | 9 + 12 files changed, 192 insertions(+), 277 deletions(-) diff --git a/tutorials/audio/00_getting_started.ipynb b/tutorials/audio/00_getting_started.ipynb index d7b82525..12e57f5f 100644 --- a/tutorials/audio/00_getting_started.ipynb +++ b/tutorials/audio/00_getting_started.ipynb @@ -27,201 +27,15 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": { "vscode": { "languageId": "shellscript" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: senselab in /om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages (0.17.0)\n", - "Requirement already satisfied: accelerate in /om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages (from senselab) (0.29.3)\n", - "Requirement already satisfied: audiomentations<1.0,>=0.35 in /om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages (from senselab) (0.35.0)\n", - "Requirement already satisfied: datasets<3.1,>=3 in /om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages (from senselab) (3.0.1)\n", - "Requirement already satisfied: huggingface-hub<1.0,>=0.23 in /om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages (from senselab) (0.23.4)\n", - "Requirement already satisfied: iso639<1.0,>=0.1 in /om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages (from senselab) (0.1.4)\n", - "Requirement already satisfied: jiwer<4.0,>=3.0 in /om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages (from senselab) (3.0.4)\n", - "Requirement already satisfied: nltk<4.0,>=3.9 in /om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages (from senselab) (3.9.1)\n", - "Requirement already satisfied: numpy<2.0,>=1.26 in /om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages (from senselab) (1.26.4)\n", - "Requirement already satisfied: opensmile<3.0,>=2.5 in /om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages (from senselab) (2.5.0)\n", - "Requirement already satisfied: praat-parselmouth<1.0,>=0.4 in /om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages (from senselab) (0.4.3)\n", - "Requirement already satisfied: pyannote-audio<4.0,>=3.3 in /om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages (from senselab) (3.3.0)\n", - "Requirement already satisfied: pyav<13.1,>=13 in /om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages (from senselab) (13.0.0)\n", - 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This behaviour is the source of the following dependency conflicts.\n", - "descript-audiotools 0.7.2 requires protobuf<3.20,>=3.9.2, but you have protobuf 5.28.3 which is incompatible.\n", - "parler-tts 0.2 requires transformers<=4.43.3,>=4.43.0, but you have transformers 4.44.2 which is incompatible.\u001b[0m\u001b[31m\n", - "\u001b[0mSuccessfully installed protobuf-5.28.3 transformers-4.44.2\n" - ] - } - ], + "outputs": [], "source": [ - "!pip install senselab" + "%pip install senselab" ] }, { @@ -234,48 +48,9 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "--2024-11-24 17:25:10-- https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", - "Resolving github.com (github.com)... 140.82.114.3\n", - "Connecting to github.com (github.com)|140.82.114.3|:443... connected.\n", - "HTTP request sent, awaiting response... 302 Found\n", - "Location: https://raw.githubusercontent.com/sensein/senselab/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav [following]\n", - "--2024-11-24 17:25:10-- https://raw.githubusercontent.com/sensein/senselab/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", - "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.109.133, 185.199.108.133, 185.199.111.133, ...\n", - "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.109.133|:443... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 472488 (461K) [audio/wav]\n", - "Saving to: \u2018tutorial_audio_files/audio_48khz_mono_16bits.wav\u2019\n", - "\n", - "tutorial_audio_file 100%[===================>] 461.41K --.-KB/s in 0.03s \n", - "\n", - "2024-11-24 17:25:10 (15.7 MB/s) - \u2018tutorial_audio_files/audio_48khz_mono_16bits.wav\u2019 saved [472488/472488]\n", - "\n", - "--2024-11-24 17:25:11-- https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_stereo_16bits.wav\n", - "Resolving github.com (github.com)... 140.82.114.3\n", - "Connecting to github.com (github.com)|140.82.114.3|:443... connected.\n", - "HTTP request sent, awaiting response... 302 Found\n", - "Location: https://raw.githubusercontent.com/sensein/senselab/main/src/tests/data_for_testing/audio_48khz_stereo_16bits.wav [following]\n", - "--2024-11-24 17:25:11-- https://raw.githubusercontent.com/sensein/senselab/main/src/tests/data_for_testing/audio_48khz_stereo_16bits.wav\n", - "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.110.133, 185.199.111.133, 185.199.108.133, ...\n", - "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.110.133|:443... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 991012 (968K) [audio/wav]\n", - "Saving to: \u2018tutorial_audio_files/audio_48khz_stereo_16bits.wav\u2019\n", - "\n", - "tutorial_audio_file 100%[===================>] 967.79K --.-KB/s in 0.04s \n", - "\n", - "2024-11-24 17:25:11 (22.5 MB/s) - \u2018tutorial_audio_files/audio_48khz_stereo_16bits.wav\u2019 saved [991012/991012]\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "from senselab.audio.data_structures import Audio\n", "!mkdir -p tutorial_audio_files\n", diff --git a/tutorials/audio/audio_data_augmentation.ipynb b/tutorials/audio/audio_data_augmentation.ipynb index 2ddca726..3da79bb5 100644 --- a/tutorials/audio/audio_data_augmentation.ipynb +++ b/tutorials/audio/audio_data_augmentation.ipynb @@ -25,7 +25,7 @@ "metadata": {}, "outputs": [], "source": [ - "!pip install senselab" + "%pip install senselab" ] }, { @@ -164,7 +164,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.10" + "version": "3.12.0" } }, "nbformat": 4, diff --git a/tutorials/audio/extract_speaker_embeddings.ipynb b/tutorials/audio/extract_speaker_embeddings.ipynb index e5bf1038..f0c47a85 100644 --- a/tutorials/audio/extract_speaker_embeddings.ipynb +++ b/tutorials/audio/extract_speaker_embeddings.ipynb @@ -17,6 +17,15 @@ "First, let's import the necessary libraries and the function we'll be using." ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip install senselab" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/tutorials/audio/features_extraction.ipynb b/tutorials/audio/features_extraction.ipynb index 6bf5d6b5..147c11d6 100644 --- a/tutorials/audio/features_extraction.ipynb +++ b/tutorials/audio/features_extraction.ipynb @@ -12,6 +12,15 @@ "In this tutorial, we will explore how to extract some audio descriptors with the `senselab` package. Descriptors include acoustic and quality measures and are extracted with different libraries. " ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip install senselab" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/tutorials/audio/speaker_diarization.ipynb b/tutorials/audio/speaker_diarization.ipynb index 9768cea9..1b7a03ff 100644 --- a/tutorials/audio/speaker_diarization.ipynb +++ b/tutorials/audio/speaker_diarization.ipynb @@ -11,6 +11,15 @@ "This tutorial demonstrates how to use the `diarize_audios` function to perform speaker diarization on some audio files, which means to segment the audio into multiple speakers." ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip install senselab" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/tutorials/audio/speaker_verification.ipynb b/tutorials/audio/speaker_verification.ipynb index e4ec22d6..409340df 100644 --- a/tutorials/audio/speaker_verification.ipynb +++ b/tutorials/audio/speaker_verification.ipynb @@ -4,8 +4,10 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "# Speaker Verification\n", + "\n", + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/sensein/senselab/blob/main/tutorials/audio/speaker_diarization.ipynb)\n", "\n", - "#### Speaker Verification\n", "Speaker Verification is a process in which an audio system determines whether a given set of speech samples are from the same speaker. This technology is widely used in various applications such as security systems, authentication processes, and personalized user experiences. The core concept revolves around comparing voice characteristics extracted from speech samples to verify the identity of the speaker.\n", "\n", "Speaker verification can be done in SenseLab as follows:" @@ -15,28 +17,67 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [ - { - "ename": "", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[1;31mThe kernel failed to start as '/Users/isaacbevers/Library/Python/3.10/lib/python/site-packages/psutil/_psutil_osx.abi3.so' could not be imported from '/Users/isaacbevers/Library/Python/3.10/lib/python/site-packages/psutil/_psutil_osx.abi3.so, 0x0002'.\n", - "\u001b[1;31mClick here for more info." - ] - } - ], + "outputs": [], + "source": [ + "%pip install senselab" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# Import necessary libraries\n", "from senselab.audio.data_structures import Audio\n", "from senselab.audio.tasks.speaker_verification.speaker_verification import verify_speaker\n", + "from senselab.audio.tasks.preprocessing import extract_segments, resample_audios\n", + "from senselab.audio.tasks.plotting import play_audio\n", "\n", - "# Create two audio samples (dummy data for illustration purposes)\n", - "audio1 = Audio(signal=[0.1, 0.2, 0.3], sampling_rate=16000)\n", - "audio2 = Audio(signal=[0.1, 0.2, 0.3], sampling_rate=16000)\n", + "# Download an audio file for testing\n", + "!mkdir -p tutorial_audio_files\n", + "!wget -O tutorial_audio_files/audio_48khz_mono_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", "\n", + "# Load an audio file from the specified file path into an Audio object.\n", + "audio = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_mono_16bits.wav\")\n", + "\n", + "# Resample the audio to 16 kHz\n", + "audio = resample_audios([audio], 16000)[0]\n", + "\n", + "# Clip the audio into two different speakers\n", + "audio_clips = extract_segments([(audio, [(0, 0.8), (0.9, 1.8)])])\n", + "audio1 = audio_clips[0][0]\n", + "audio2 = audio_clips[0][1]\n", + "\n", + "# Display the audio clips\n", + "play_audio(audio1)\n", + "play_audio(audio2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can ask senselab to verify whether the two clips are of the same speaker or not. If we give it the same audio clip twice, we should expect a high verification score, and with the two different clips, we should expect a low verification score. Let's see what happens." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Verification Score: 0.9999999403953552, Same Speaker: True\n", + "Verification Score: -0.06414839625358582, Same Speaker: False\n" + ] + } + ], + "source": [ "# List of audio pairs to compare\n", - "audio_pairs = [(audio1, audio2)]\n", + "audio_pairs = [(audio1, audio1), (audio1, audio2)]\n", "\n", "# Verify if the audios are from the same speaker\n", "results = verify_speaker(audio_pairs)\n", @@ -75,8 +116,16 @@ "name": "python3" }, "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", "name": "python", - "version": "3.10.11" + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.0" } }, "nbformat": 4, diff --git a/tutorials/audio/speech_enhancement.ipynb b/tutorials/audio/speech_enhancement.ipynb index 19d3b0f1..2673b2aa 100644 --- a/tutorials/audio/speech_enhancement.ipynb +++ b/tutorials/audio/speech_enhancement.ipynb @@ -15,19 +15,18 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/om2/user/mbsilva/anaconda/envs/senselab/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", - " from .autonotebook import tqdm as notebook_tqdm\n", - "A newer version (0.25) of nipype/pydra is available. You are using 0.23\n" - ] - } - ], + "outputs": [], + "source": [ + "!pip install senselab" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# Import the necessary modules from the Senselab package for audio processing\n", "from senselab.audio.data_structures import Audio\n", @@ -41,16 +40,7 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [ - { - "ename": "SyntaxError", - "evalue": "unmatched ']' (2103794072.py, line 5)", - "output_type": "error", - "traceback": [ - "\u001b[0;36m Cell \u001b[0;32mIn[2], line 5\u001b[0;36m\u001b[0m\n\u001b[0;31m audio = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_mono_16bits.wav\")]\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m unmatched ']'\n" - ] - } - ], + "outputs": [], "source": [ "!mkdir -p tutorial_audio_files\n", "!wget -O tutorial_audio_files/audio_48khz_mono_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", @@ -67,7 +57,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -94,13 +84,38 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Play the enhanced audio to hear the result after speech enhancement\n", "play_audio(enhanced_audio)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/tutorials/audio/speech_to_text.ipynb b/tutorials/audio/speech_to_text.ipynb index 21034303..b4f8b49b 100644 --- a/tutorials/audio/speech_to_text.ipynb +++ b/tutorials/audio/speech_to_text.ipynb @@ -19,6 +19,15 @@ "First, let's import the necessary libraries and the function we'll be using." ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip install senselab" + ] + }, { "cell_type": "code", "execution_count": 1, @@ -61,12 +70,16 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "audio1 = Audio.from_filepath(\"../../src/tests/data_for_testing/audio_48khz_mono_16bits.wav\")\n", - "audio2 = Audio.from_filepath(\"../../src/tests/data_for_testing/audio_48khz_stereo_16bits.wav\")" + "!mkdir -p tutorial_audio_files\n", + "!wget -O tutorial_audio_files/audio_48khz_mono_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_mono_16bits.wav\n", + "!wget -O tutorial_audio_files/audio_48khz_stereo_16bits.wav https://github.com/sensein/senselab/raw/main/src/tests/data_for_testing/audio_48khz_stereo_16bits.wav\n", + "\n", + "audio1 = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_mono_16bits.wav\")\n", + "audio2 = Audio.from_filepath(\"tutorial_audio_files/audio_48khz_stereo_16bits.wav\")" ] }, { diff --git a/tutorials/audio/text_to_speech.ipynb b/tutorials/audio/text_to_speech.ipynb index 478853b9..3e050565 100644 --- a/tutorials/audio/text_to_speech.ipynb +++ b/tutorials/audio/text_to_speech.ipynb @@ -21,6 +21,15 @@ "The very first example shows how to use ```facebook/mms-tts-eng``` which just requires as input the list of pieces of text that you want to synthetize." ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip install senselab" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/tutorials/audio/transcribe_timestamped.ipynb b/tutorials/audio/transcribe_timestamped.ipynb index 710e48be..daa18363 100644 --- a/tutorials/audio/transcribe_timestamped.ipynb +++ b/tutorials/audio/transcribe_timestamped.ipynb @@ -12,6 +12,15 @@ "The transcribe_timestamped function processes audio files, transcribes the spoken content, and aligns the transcriptions with the audio to provide timestamps for each segment of text. This can be particularly useful for creating subtitles, indexing audio content, or analyzing speech patterns." ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip install senselab" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/tutorials/audio/voice_activity_detection.ipynb b/tutorials/audio/voice_activity_detection.ipynb index 95b947fd..b07aecfb 100644 --- a/tutorials/audio/voice_activity_detection.ipynb +++ b/tutorials/audio/voice_activity_detection.ipynb @@ -13,6 +13,15 @@ "Specifically, will show you how to use the `pyannote/speaker-diarization-3.1` model (https://huggingface.co/pyannote/speaker-diarization-3.1)." ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip install senselab" + ] + }, { "cell_type": "code", "execution_count": 5, diff --git a/tutorials/audio/voice_cloning.ipynb b/tutorials/audio/voice_cloning.ipynb index f627b0c5..4e517a35 100644 --- a/tutorials/audio/voice_cloning.ipynb +++ b/tutorials/audio/voice_cloning.ipynb @@ -18,6 +18,15 @@ "First, we need to import the necessary modules and classes from the `senselab` package." ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip install senselab" + ] + }, { "cell_type": "code", "execution_count": 1, From 25c86fdeabb4bba0d92c7af7fd53531771a7e88b Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Sun, 1 Dec 2024 09:53:45 +0000 Subject: [PATCH 03/13] Bump codecov/codecov-action from 4 to 5 Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 4 to 5. - [Release notes](https://github.com/codecov/codecov-action/releases) - [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md) - [Commits](https://github.com/codecov/codecov-action/compare/v4...v5) --- updated-dependencies: - dependency-name: codecov/codecov-action dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] --- .github/workflows/tests.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml index 0c068eb6..38c86c19 100644 --- a/.github/workflows/tests.yaml +++ b/.github/workflows/tests.yaml @@ -64,7 +64,7 @@ jobs: --verbose shell: bash - name: Upload coverage to Codecov - uses: codecov/codecov-action@v4 + uses: codecov/codecov-action@v5 with: token: ${{ secrets.CODECOV_TOKEN }} From 263c1706fc67f57cc00ad6afaf65504de5b478fc Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 10 Dec 2024 16:47:56 +0000 Subject: [PATCH 04/13] Bump the production-dependencies group across 1 directory with 3 updates Updates the requirements on [transformers](https://github.com/huggingface/transformers), [pyav](https://github.com/WyattBlue/pyav) and [numpy](https://github.com/numpy/numpy) to permit the latest version. Updates `transformers` to 4.47.0 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](https://github.com/huggingface/transformers/compare/v4.46.2...v4.47.0) Updates `pyav` to 14.0.1 - [Release notes](https://github.com/WyattBlue/pyav/releases) - [Changelog](https://github.com/WyattBlue/pyav/blob/main/CHANGELOG.rst) - [Commits](https://github.com/WyattBlue/pyav/compare/13.0.0...14.0.1) Updates `numpy` to 2.2.0 - [Release notes](https://github.com/numpy/numpy/releases) - [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst) - [Commits](https://github.com/numpy/numpy/compare/v1.26.0...v2.2.0) --- updated-dependencies: - dependency-name: transformers dependency-type: direct:production dependency-group: production-dependencies - dependency-name: pyav dependency-type: direct:production dependency-group: production-dependencies - dependency-name: numpy dependency-type: direct:production dependency-group: production-dependencies ... Signed-off-by: dependabot[bot] --- pyproject.toml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index e52cf419..cdd41954 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -32,7 +32,7 @@ datasets = "~=3" torch = "~=2.5" torchvision = "~=0.20" torchaudio = "~=2.5" -transformers = "~=4.46.2" +transformers = ">=4.46.2,<4.48.0" pydra = "~=0.25" pydantic = "~=2.7" accelerate = "*" @@ -43,12 +43,12 @@ torch-audiomentations = "~=0.11" sentence-transformers = "~=3.1" jiwer = "~=3.0" speechbrain = "~=1" -pyav = "~=13" +pyav = ">=13.0.0,<14.0.2" pyannote-audio = "~=3.3" pycountry = "~=24.6" types-requests = "~=2.32" opensmile = "~=2.5" -numpy = "~=1.26" +numpy = ">=1.26,<3.0" umap-learn = "~=0.5" scikit-learn = "~=1.5" nltk = "~=3.9" From 896a47938ceb9593ad119bbb3e9df6bfeb1ca5c0 Mon Sep 17 00:00:00 2001 From: fabiocat93 Date: Mon, 23 Dec 2024 15:27:01 +0100 Subject: [PATCH 05/13] updating dependencies --- pyproject.toml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index cdd41954..cbd5c820 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -32,7 +32,7 @@ datasets = "~=3" torch = "~=2.5" torchvision = "~=0.20" torchaudio = "~=2.5" -transformers = ">=4.46.2,<4.48.0" +transformers = "~=4.47" pydra = "~=0.25" pydantic = "~=2.7" accelerate = "*" @@ -43,12 +43,12 @@ torch-audiomentations = "~=0.11" sentence-transformers = "~=3.1" jiwer = "~=3.0" speechbrain = "~=1" -pyav = ">=13.0.0,<14.0.2" +pyav = "~=14.0" pyannote-audio = "~=3.3" pycountry = "~=24.6" types-requests = "~=2.32" opensmile = "~=2.5" -numpy = ">=1.26,<3.0" +numpy = "~=1.26" umap-learn = "~=0.5" scikit-learn = "~=1.5" nltk = "~=3.9" From 1b0c8c1c0d6aa2928c182d4b2e0fd8ba3f60603a Mon Sep 17 00:00:00 2001 From: bot Date: Mon, 23 Dec 2024 15:00:02 +0000 Subject: [PATCH 06/13] Update CHANGELOG.md [skip ci] --- CHANGELOG.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 188db5f5..c34b8b36 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,16 @@ +# 0.26.0 (Mon Dec 23 2024) + +#### 🚀 Enhancement + +- Bump the production-dependencies group across 1 directory with 3 updates [#218](https://github.com/sensein/senselab/pull/218) ([@dependabot[bot]](https://github.com/dependabot[bot]) [@fabiocat93](https://github.com/fabiocat93)) + +#### Authors: 2 + +- [@dependabot[bot]](https://github.com/dependabot[bot]) +- Fabio Catania ([@fabiocat93](https://github.com/fabiocat93)) + +--- + # 0.25.0 (Tue Dec 10 2024) #### 🚀 Enhancement From 184c53d814f2b26c6fc7780874bce133ec59998f Mon Sep 17 00:00:00 2001 From: fabiocat93 Date: Mon, 23 Dec 2024 16:13:18 +0100 Subject: [PATCH 07/13] fixing path to colab for voice cloning tutorial --- .../audio_48khz_mono_16bits.wav | Bin 0 -> 472488 bytes .../audio_48khz_stereo_16bits.wav | Bin 0 -> 991012 bytes tutorials/audio/voice_cloning.ipynb | 2 +- 3 files changed, 1 insertion(+), 1 deletion(-) create mode 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Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/sensein/senselab/blob/main/tutorials/audiovoice_cloning.ipynb)\n", + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/sensein/senselab/blob/main/tutorials/audio/voice_cloning.ipynb)\n", "\n", "This tutorial demonstrates how to use the `clone_voices` function from the `senselab` library to convert someone's speech into another person's voice. Currently, `senselab` includes the `KNNVC` model for voice cloning. In this tutorial, we will see how to use it." ] From e28c130ecef5081a07392dbff16f7996536e7c7a Mon Sep 17 00:00:00 2001 From: Fabio Catania Date: Mon, 30 Dec 2024 20:53:39 +0100 Subject: [PATCH 08/13] Update model.py --- src/senselab/utils/data_structures/model.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/src/senselab/utils/data_structures/model.py b/src/senselab/utils/data_structures/model.py index 2111b03f..000af2a2 100644 --- a/src/senselab/utils/data_structures/model.py +++ b/src/senselab/utils/data_structures/model.py @@ -153,7 +153,10 @@ def check_hf_repo_exists(repo_id: str, revision: str = "main", repo_type: str = """Private function to check if a Hugging Face repository exists.""" api = HfApi() try: - api.list_repo_commits(repo_id=repo_id, revision=revision, repo_type=repo_type) + if repo_type == "model": + api.model_info(repo_id=repo_id, revision=revision) + else: + api.list_repo_commits(repo_id=repo_id, revision=revision, repo_type=repo_type) return True except Exception: # raise RuntimeError(f"An error occurred: {e}") From 315579b214d9a90e98638c2b15e1dae8a6575dcc Mon Sep 17 00:00:00 2001 From: Fabio Catania Date: Mon, 30 Dec 2024 21:05:40 +0100 Subject: [PATCH 09/13] Update model_test.py --- src/tests/utils/data_structures/model_test.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/tests/utils/data_structures/model_test.py b/src/tests/utils/data_structures/model_test.py index 5ee14b6e..d240cc2c 100644 --- a/src/tests/utils/data_structures/model_test.py +++ b/src/tests/utils/data_structures/model_test.py @@ -9,7 +9,7 @@ def test_check_hf_repo_exists_true() -> None: """Test HF repo exists.""" - with patch("huggingface_hub.HfApi.list_repo_commits") as mock_list_repo_commits: + with patch("huggingface_hub.HfApi.model_info") as mock_list_repo_commits: mock_list_repo_commits.return_value = True assert check_hf_repo_exists("valid_repo") is True From dd2c18fa9bbf8f1b07bc3f52b751ae500441197e Mon Sep 17 00:00:00 2001 From: bot Date: Mon, 30 Dec 2024 20:32:28 +0000 Subject: [PATCH 10/13] Update CHANGELOG.md [skip ci] --- CHANGELOG.md | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index c34b8b36..a89d6b11 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,25 @@ +# 0.26.1 (Mon Dec 30 2024) + +#### 🐛 Bug Fix + +- Update model.py [#228](https://github.com/sensein/senselab/pull/228) ([@fabiocat93](https://github.com/fabiocat93)) + +#### 📝 Documentation + +- Updating tutorial files [#210](https://github.com/sensein/senselab/pull/210) ([@900miles](https://github.com/900miles) [@fabiocat93](https://github.com/fabiocat93)) + +#### 🔩 Dependency Updates + +- Bump codecov/codecov-action from 4 to 5 [#211](https://github.com/sensein/senselab/pull/211) ([@dependabot[bot]](https://github.com/dependabot[bot]) [@fabiocat93](https://github.com/fabiocat93)) + +#### Authors: 3 + +- [@900miles](https://github.com/900miles) +- [@dependabot[bot]](https://github.com/dependabot[bot]) +- Fabio Catania ([@fabiocat93](https://github.com/fabiocat93)) + +--- + # 0.26.0 (Mon Dec 23 2024) #### 🚀 Enhancement From fb08f5c0a896e86b5d59eb5b27b7492e63618f6f Mon Sep 17 00:00:00 2001 From: fabiocat93 Date: Wed, 15 Jan 2025 12:16:35 -0500 Subject: [PATCH 11/13] fixing broken colab link --- tutorials/audio/speaker_verification.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tutorials/audio/speaker_verification.ipynb b/tutorials/audio/speaker_verification.ipynb index 409340df..bb588ee4 100644 --- a/tutorials/audio/speaker_verification.ipynb +++ b/tutorials/audio/speaker_verification.ipynb @@ -6,7 +6,7 @@ "source": [ "# Speaker Verification\n", "\n", - "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/sensein/senselab/blob/main/tutorials/audio/speaker_diarization.ipynb)\n", + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/sensein/senselab/blob/main/tutorials/audio/speaker_verification.ipynb)\n", "\n", "Speaker Verification is a process in which an audio system determines whether a given set of speech samples are from the same speaker. This technology is widely used in various applications such as security systems, authentication processes, and personalized user experiences. The core concept revolves around comparing voice characteristics extracted from speech samples to verify the identity of the speaker.\n", "\n", From c185232b9b9ee24b0934b8de6c4b0f2d18705850 Mon Sep 17 00:00:00 2001 From: fabiocat93 Date: Wed, 15 Jan 2025 12:25:20 -0500 Subject: [PATCH 12/13] fixing import in the speaker emebeddings tutorial --- tutorials/audio/extract_speaker_embeddings.ipynb | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/tutorials/audio/extract_speaker_embeddings.ipynb b/tutorials/audio/extract_speaker_embeddings.ipynb index f0c47a85..5b7b4e92 100644 --- a/tutorials/audio/extract_speaker_embeddings.ipynb +++ b/tutorials/audio/extract_speaker_embeddings.ipynb @@ -112,7 +112,7 @@ "metadata": {}, "outputs": [], "source": [ - "from senselab.utils.tasks.cosine_similarity import cosine_similarity\n", + "from senselab.utils.tasks.cosine_similarity import compute_cosine_similarity\n", "\n", "\n", "# DIRECTLY PLOT THE EMBEDDINGS FOR THE TWO FILES\n", @@ -142,7 +142,7 @@ " \n", " for i in range(n):\n", " for j in range(n):\n", - " similarity_matrix[i, j] = cosine_similarity(embeddings[i], embeddings[j])\n", + " similarity_matrix[i, j] = compute_cosine_similarity(embeddings[i], embeddings[j])\n", " \n", " fig, ax = plt.subplots(figsize=(8, 6))\n", " im = ax.imshow(similarity_matrix, cmap='coolwarm', vmin=-1, vmax=1)\n", @@ -187,7 +187,7 @@ ], "metadata": { "kernelspec": { - "display_name": "senselab", + "display_name": "senselab-KP8v1V64-py3.10", "language": "python", "name": "python3" }, @@ -201,7 +201,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.0" + "version": "3.10.10" } }, "nbformat": 4, From 599ea8747007102e30fef46d93d9df7b1a9911a6 Mon Sep 17 00:00:00 2001 From: fabiocat93 Date: Wed, 22 Jan 2025 09:53:45 -0500 Subject: [PATCH 13/13] fixing pyproject.toml #3 --- .pre-commit-config.yaml | 2 ++ pyproject.toml | 5 +---- .../text/tasks/evaluate_conversation/metrics.py | 4 ++-- src/senselab/text/tasks/llms/transcript_manager.py | 10 +++++----- src/senselab/utils/data_structures/device.py | 6 +++--- src/tests/text/tasks/transcript_manager_test.py | 2 ++ 6 files changed, 15 insertions(+), 14 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 848910cb..4105ceba 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -37,6 +37,8 @@ repos: - repo: https://github.com/pre-commit/pre-commit-hooks rev: v4.6.0 hooks: + - id: check-added-large-files + args: [--maxkb=15000] - id: check-case-conflict - id: end-of-file-fixer - id: trailing-whitespace diff --git a/pyproject.toml b/pyproject.toml index 35ffc155..28bb1660 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -130,10 +130,7 @@ target-version = "py310" [tool.ruff.lint] select = ["ANN", "D", "E", "F", "I"] -ignore = [ - "ANN101", # self should not be annotated. - "ANN102" # cls should not be annotated. -] +ignore = [] fixable = ["ALL"] unfixable = [] dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$" diff --git a/src/senselab/text/tasks/evaluate_conversation/metrics.py b/src/senselab/text/tasks/evaluate_conversation/metrics.py index 774d2559..2a949c0f 100644 --- a/src/senselab/text/tasks/evaluate_conversation/metrics.py +++ b/src/senselab/text/tasks/evaluate_conversation/metrics.py @@ -27,9 +27,9 @@ def Rouge(*args: List, **kwargs: Dict) -> rouge_scorer.RougeScorer: Rouge.__doc__ = rouge_scorer.RougeScorer.__doc__ -def sentence_bleu_sacre(*args: List, **kwargs: Dict) -> BLEUScore: +def sentence_bleu_sacre(*args: List) -> List[BLEUScore]: """Wrapper for sacrebleu's sentence_bleu function.""" - return sb.sentence_bleu(*args, **kwargs) + return [sb.sentence_bleu(str(item), str(ref)) for item, ref in args] sentence_bleu_sacre.__doc__ = sb.sentence_bleu.__doc__ diff --git a/src/senselab/text/tasks/llms/transcript_manager.py b/src/senselab/text/tasks/llms/transcript_manager.py index 729c7840..ef807a1d 100644 --- a/src/senselab/text/tasks/llms/transcript_manager.py +++ b/src/senselab/text/tasks/llms/transcript_manager.py @@ -27,7 +27,7 @@ class Transcript: convert_json_to_scriptlines(json_obj: Dict) -> List[ScriptLine]: Converts transcript format to LLM format. """ - def __init__(self, transcript_path: Path) -> None: + def __init__(self: "Transcript", transcript_path: Path) -> None: """Initializes the manager with a transcript file path. Args: @@ -38,12 +38,12 @@ def __init__(self, transcript_path: Path) -> None: json_obj = self._load_transcript(transcript_path) self.scriptlines = self.convert_json_to_scriptlines(json_obj) - def print_human_readable(self) -> None: + def print_human_readable(self: "Transcript") -> None: """Prints the stored scriptlines in a human-readable format.""" for message in self.scriptlines: print(f"{message.speaker}:\t\t{message.text}\n") - def get_num_tokens(self) -> int: + def get_num_tokens(self: "Transcript") -> int: """Returns the total number of OpenAI tokens in the conversation. Returns: @@ -56,7 +56,7 @@ def get_num_tokens(self) -> int: c += len(encoding.encode(message.text)) return c - def extract_response_opportunities(self) -> List[List[ScriptLine]]: + def extract_response_opportunities(self: "Transcript") -> List[List[ScriptLine]]: """Extract consecutive sublists from the messages list, ending after every 'user' response. This is used to compare AI responses to a human's response @@ -71,7 +71,7 @@ def extract_response_opportunities(self) -> List[List[ScriptLine]]: sublists = [] for i, message in enumerate(self.scriptlines): - if message.speaker == "user" and i > 0: + if message.speaker == "user" and i >= 0: sublist = self.scriptlines[0 : i + 1] sublists.append(sublist) diff --git a/src/senselab/utils/data_structures/device.py b/src/senselab/utils/data_structures/device.py index 71fc2619..e917b606 100644 --- a/src/senselab/utils/data_structures/device.py +++ b/src/senselab/utils/data_structures/device.py @@ -9,9 +9,9 @@ class DeviceType(Enum): """Device types for PyTorch operations.""" - CPU: str = "cpu" - CUDA: str = "cuda" - MPS: str = "mps" + CPU = "cpu" + CUDA = "cuda" + MPS = "mps" DTYPE_MAP = {DeviceType.CPU: torch.float32, DeviceType.CUDA: torch.float16, DeviceType.MPS: torch.float32} diff --git a/src/tests/text/tasks/transcript_manager_test.py b/src/tests/text/tasks/transcript_manager_test.py index f49b2407..55ffe47a 100644 --- a/src/tests/text/tasks/transcript_manager_test.py +++ b/src/tests/text/tasks/transcript_manager_test.py @@ -94,7 +94,9 @@ def test_get_num_tokens(sample_transcript: Path) -> None: def test_response_opportunities_extraction(sample_transcript: Path) -> None: """Test the extraction of response opportunities.""" transcript = Transcript(sample_transcript) + print(transcript) opportunities = transcript.extract_response_opportunities() + print(opportunities) assert len(opportunities) == 2, "Expected two response opportunities" assert opportunities[0][-1].speaker == "user", "Expected last message to be first message from user"

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