Add flake.nix with portaudio + CUDA, microphone support in transcribe.py
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@@ -0,0 +1,21 @@
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{
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description = "Cohere Transcribe dev environment with microphone support";
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inputs = {
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nixpkgs.url = "github:NixOS/nixpkgs/nixpkgs-unstable";
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};
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outputs = { nixpkgs, ... }: {
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devShells.x86_64-linux.default = nixpkgs.legacyPackages.x86_64-linux.mkShell {
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buildInputs = with nixpkgs.legacyPackages.x86_64-linux; [
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portaudio
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cudaPackages.cudatoolkit
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];
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shellHook = ''
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export LD_LIBRARY_PATH="${cudaPackages.cudatoolkit}/lib:$LD_LIBRARY_PATH"
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echo "Dev shell ready - microphone input enabled"
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'';
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};
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};
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}
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+28
-8
@@ -1,3 +1,6 @@
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import sys
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import numpy as np
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import sounddevice as sd
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from transformers import AutoProcessor, CohereAsrForConditionalGeneration
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from transformers.audio_utils import load_audio
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from huggingface_hub import hf_hub_download
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@@ -18,14 +21,31 @@ def transcribe_audio(audio, language="en"):
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text = processor.decode(outputs, skip_special_tokens=True)
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return text
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# Use demo audio file from Hugging Face
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print("Loading demo audio...")
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audio_file = hf_hub_download(
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def record_audio(duration, samplerate=16000):
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print(f"Recording for {duration} seconds...")
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audio = sd.rec(int(duration * samplerate), samplerate=samplerate, channels=1, dtype='float32')
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sd.wait()
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return audio.flatten()
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# Parse arguments
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if len(sys.argv) > 1 and sys.argv[1] == "--mic":
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duration = int(sys.argv[2]) if len(sys.argv) > 2 else 5
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try:
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mic_audio = record_audio(duration)
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print("Transcribing...")
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text = transcribe_audio(mic_audio)
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print(f"\nTranscription:\n{text}\n")
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except OSError as e:
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print(f"Microphone error: {e}")
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print("Hint: Run with nix-shell for PortAudio support")
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else:
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print("Loading demo audio...")
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audio_file = hf_hub_download(
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repo_id="CohereLabs/cohere-transcribe-03-2026",
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filename="demo/voxpopuli_test_en_demo.wav",
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)
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audio = load_audio(audio_file, sampling_rate=16000)
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)
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audio = load_audio(audio_file, sampling_rate=16000)
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print("Transcribing...")
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text = transcribe_audio(audio)
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print(f"\nTranscription:\n{text}\n")
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print("Transcribing...")
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text = transcribe_audio(audio)
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print(f"\nTranscription:\n{text}\n")
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