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"execution_count": 1, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", + "Collecting git+https://github.com/huggingface/transformers\n", + " Cloning https://github.com/huggingface/transformers to /tmp/pip-req-build-raq_tldl\n", + " Running command git clone --filter=blob:none --quiet https://github.com/huggingface/transformers /tmp/pip-req-build-raq_tldl\n", + " Resolved https://github.com/huggingface/transformers to commit defdcd286280ec6bddd19c81a308d35de67c3efd\n", + " Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n", + " Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n", + " Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", + "Collecting datasets\n", + " Downloading datasets-2.8.0-py3-none-any.whl (452 kB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m 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\u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m140.6/140.6 KB\u001b[0m \u001b[31m17.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hRequirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas->datasets) (2.8.2)\n", + "Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas->datasets) (2022.7)\n", + "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.8/dist-packages (from python-dateutil>=2.7.3->pandas->datasets) (1.15.0)\n", + "Building wheels for collected packages: transformers\n", + " Building wheel for transformers (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", + " Created wheel for transformers: filename=transformers-4.26.0.dev0-py3-none-any.whl size=6200341 sha256=cf4a07d7650384d99d66ebcad841141ea34f3a959d0403401ae529dbfca70667\n", + " Stored in directory: /tmp/pip-ephem-wheel-cache-1nj4x7y6/wheels/42/68/45/c63edff61c292f2dfd4df4ef6522dcbecc603e7af82813c1d7\n", + "Successfully built transformers\n", + "Installing collected packages: tokenizers, xxhash, urllib3, multiprocess, responses, huggingface-hub, transformers, datasets\n", + " Attempting uninstall: urllib3\n", + " Found existing installation: urllib3 1.24.3\n", + " Uninstalling urllib3-1.24.3:\n", + " Successfully uninstalled urllib3-1.24.3\n", + "Successfully installed datasets-2.8.0 huggingface-hub-0.11.1 multiprocess-0.70.14 responses-0.18.0 tokenizers-0.13.2 transformers-4.26.0.dev0 urllib3-1.26.14 xxhash-3.2.0\n" + ] + } + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "id": "-VvEnPQhACFk" + }, + "outputs": [], + "source": [ + "from transformers.pipelines import AutomaticSpeechRecognitionPipeline, pipeline\n", + "from datasets import load_dataset" + ] + }, + { + "cell_type": "code", + "source": [ + "ds = load_dataset(\"hf-internal-testing/librispeech_asr_dummy\", \"clean\", split=\"validation\").sort(\"id\")\n", + "# array = np.concatenate(\n", + "# [ds[40][\"audio\"][\"array\"], ds[41][\"audio\"][\"array\"], ds[42][\"audio\"][\"array\"], ds[43][\"audio\"][\"array\"]]\n", + "# )\n", + "pipe = pipeline(\n", + " model=\"openai/whisper-small\",\n", + " return_timestamps=True,\n", + " )\n", + "\n", + "output = pipe(ds[40][\"audio\"])\n", + " # pipe = pipeline(\n", + " # model=\"openai/whisper-small\",\n", + " # return_timestamps=True,\n", + " # )\n", + "\n", + " # output = pipe(array, chunk_length_s=10)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 376, + "referenced_widgets": [ + "8885758b6403401f93f65d1c64e26a8f", + "28353f2de3da42a78cf41bcec7b90a7d", + "65bddf47699d44d39177eb5cc668a4c1", + "69cc2189d68f4c37b7087c159d018af1", + "002e8d58669648359b1a7c214ef5da15", + "0e80ceaf9bd5425a91e8c0c9347980db", + "1048b828377d413a8be4b4173600adc5", + "26c6b6e143204c8383202667f58bd847", + "391f01a62be14fd3aac87437eea15bb7", + "89f98cfc1ac040d785ea70f7aad9bdb2", + "517a839c2f2545c0a12f1d864ada7ea0", + "c152fa596b6842119bd10d2706a4d5de", + "0ca56d8840004881b612066a597daeee", + "aaf3cb240fa84103932ab1b8bb29a121", + "9799a395cbc444d9b932e712f92f1888", + "5a20187e4151421f93861897b785261b", + "38f88a9da7104c159fff7c1fd3c6befd", + "1ec9e1675b1f4180b9bd1cda2a4a1c61", + "d8cbbea9f20b453986c4b0c18baf880a", + "c308b210f1e74770a89260f6baa18ba1", + "729fbbc2a09241e5b6d16d7b05f992df", + "e9c50e13715b4021bc1aaa6ee1e826b5", + "c0c23240698144cda0c7dffb8e2edcd7", + "f792b94b7b994c629ca2f9df8b0b8fe1", + "c38ae188e1f543edbd398b9785f6a550", + "8a39e8c5f00e4eeea5dc9732427d8d66", + "a5b78328c7c341d687d59b558b014037", + "6fca9455a8b341d0a0d60d8c51393650", + "f2764450543e419c877c48c686fc26f6", + "afd461b3c909441b9b8386016bf72fdb", + "1528edf422374e179f563ad65737f4d1", + "8096767e6aae4134a563efd02a4b492e", + "668c4fcbb5624fd3aa29bd621c40cc4e", + "62911602c9fa48b7925e8f7437fd5ee7", + "fb7dc77e508b42049dd0c2bace29ac09", + "08d8bc9b17b249eb86767bc0a4f44338", + "2c61b3ea6a47417d9a1edeb62afa3af0", + "606d043fada34704bdb44a617d0a0bd6", + "974dbf5763474080b3a244d31dc0a882", + "fc06855494df46d1a9b845cd68ea2e3e", + "8b4e89411d4343a0b661ae2102726250", + "eba929ddfa5040549ff12fd50541e960", + "c48ece1db382488daab1c7704c4d2bfc", + "d63389f4e5dc46cb86f79c32c46aab90", + "489c545d18694fe8b88cfe938ffbe694", + "2e53e491c2394c1e8c10c84ce7df7a9a", + "facb88001e0b400cb725df461833cdbd", + "4d540e4d4f1141c692649045481be13a", + "057d5096c0ed42b7aa31d1b6d4ee4ebc", + "218b78c978d34900bfc608c0ac0b752f", + "6f58cc316fe34166b93497602da5b90f", + "a7b615acb347452d8b6b1bab4cc6e8cb", + "aa658dbd1a164d9bbbc37ce8120fcce2", + "7b38829e59584472af48de36af50c392", + "9363e397667745b9acfa383f6500ad3f", + "260bc3499baa456fbb52b1d6d4ce7746", + "24a7c8d6d46545a7925bc2748fd3afd1", + "ddd62845d7f14982b036d86d95a9e7a7", + "362cdbf7b7bb4a60af63f87cc788f08e", + "4ecc66ccf49449699f2e29099a5566c3", + "4202b3196ab746fe8fadd0a9a032620c", + "f3618e2caa514661866a1f306f7a8e76", + "d27f5bc13126442d9e7cb23d4fb971f9", + "642dd60339c3493ab45913e7de58f42b", + "ea52e11d2fe94fbf8cd6f248a2190171", + "82ac90829c784629859253ce06d7bdb6", + "23551dd720314a3eb004dba3f48bd13a", + "aee2da4bcb644c4b8cfcb2544e4db5f0", + "c461ca0299f54c7ea487cb23303cebca", + "e89d79ff015e4ea987b3813e36800ecb", + "973923e6941042b5bfdb423a1918239a", + "986852755385435fbf134be97670719c", + "5d2c91d59c9e483f836804c30e1536cd", + "da6e4d77b1164fdbb00c89da8dea8cf5", + "43d890318aa14720a1f7a9cec87bc4b2", + "998c1485ca454e3fb54d33be6b3323a2", + "028603a7b1b8478599a15d6258dc0edd", + "dba635d1510b41b0a1c67a81048bccc2", + "202d8b0622a945e382f45d87556ce34c", + "c48b9c44f96f4912a1578860e107dd63", + "cadbc6e95112475d99e26c441e661bbd", + "0235f5f3307c44999d667b6b4ff7fba7", + "1e33db42998d4aa4936c22349297e7ae", + "706b7f8bbb5b4387acc668463ef02fb1", + "31a14c6b729b495e9b49486155f709a7", + "70e7284a68a44a08a75d63fd1d3c88b4", + "86195e0857e2482e93c1a996dfbbef60", + "7c0de0919aa447bbaa5fcbb4590a8357", + "3759e63d34254976a7a70012925803a7", + "970f7ea712c143b5810760c47b7bb5a3", + "6d934a694fbd4b4bb667dbab1b628fbf", + "4411fdc1b65d4a1894c7cc05f26e8d7c", + "049f92203c6548a7b852b11a04a66cc7", + "cdc09afa9b754cafbe6339f899c9fc8e", + "8f927c6e8e8d4a43b3f4657ce6045755", + "19f65f63591f4f1f8adb7bc62ca79e91", + "30cd452e53e6473caa1cd01fa71fd4ca", + "9b38bd6bfdde492e814d649598641f4c", + "dd99b6dba0d9481a968e953d3c336fdc" + ] + }, + "id": "N-mkno77BLHX", + "outputId": "4a97ada5-224b-4cb0-c6ce-20be5c733680" + }, + "execution_count": 4, + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "WARNING:datasets.builder:Found cached dataset librispeech_asr_dummy (/root/.cache/huggingface/datasets/hf-internal-testing___librispeech_asr_dummy/clean/2.1.0/d3bc4c2bc2078fcde3ad0f0f635862e4c0fef78ba94c4a34c4c250a097af240b)\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "Downloading: 0%| | 0.00/1.97k [00:00